PUBLICATION | DAVIAN

219Publications

29In 2026

12,090Citations

2016Since

Vision69NLP / Speech42ML / AI49RL1Robotics3Data Mining17Vis / HCI17Medical5Other1

Citation counts via Semantic Scholar.

2026

3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance
Dongyoon Hwang*, Byungkun Lee*, Dongjin Kim*, Hyojin Jang, Hoiyeong Jin, Jueun Mun, Minho Park, Hojoon Lee, Hyunseung Kim, Jaegul Choo (*: equal contributions)

IROS IEEE/RSJ International Conference on Intelligent Robots and Systems 2026 PDF 36.0% acceptance
ReDesign: Recovering Editable Design Structures from Raster Images via Agentic Decomposition
Jooyeol Yun , Jintae Park, Hyesu Lim, Junha Hyung, Hyungjin Chung, and Jaegul Choo

ECCV European Conference on Computer Vision 2026 PDF
Infinite-Homography as Robust Conditioning for Camera-Controlled Video Generation
Min-Jung Kim , Jeongho Kim, Hoiyeong Jin, Junha Hyung, and Jaegul Choo

ECCV European Conference on Computer Vision 2026 PDF
InsertAnywhere: Geometrically Grounded and Optics-Aware Video Object Insertion
Hoiyeong Jin, Hyojin Jang, Junha Hyung, Jeongho Kim, Kinam Kim, Dongjin Kim, Huijin choi, Hyeonji Kim, and Jaegul Choo

ECCV European Conference on Computer Vision 2026 PDF
Denoised Variance-Based Pruning with Optimal Brain Bias Compensation
Geon Tack Lee, Jaegul Choo, and Kang Eun Jeon

ECCV European Conference on Computer Vision 2026 PDF
SLICE: Speech Enhancement via Layer-wise Injection of Conditioning Embeddings
Seokhoon Moon, Kyudan Jung, and Jaegul Choo

InterSpeech Conference of the International Speech Communication Association 2026
V-Simba: Unleashing the Architectural Potential of RL in Visual Continuous Control
Donghu Kim , Youngdo Lee, Hojoon Lee, Johan Obando-Ceron, Byungkun Lee, Aaron Courville, Pablo Samuel Castro, Jaegul Choo, and Clare Lyle

RLC Reinforcement Learning Conference 2026
Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques
Daehoon Gwak, Minhyung Lee, Junwoo Park, and Jaegul Choo

IJCAI International Joint Conference on Artificial Intelligence 2026 Survey-Track Paper
FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control
Donghu Kim , Youngdo Lee, Minho Park, Kinam Kim, Takuma Seno, I Made Aswin Nahrendra, Sehee Min, Daniel Palenicek, Florian Vogt, Danica Kragic, Jan Peters, Jaegul Choo, Hojoon Lee

RSS Robotics Science and Systems 2026 29.7% acceptance
Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models
Kyudan Jung , Jihwan Kim, Soyoon Kim, Jeonghoon Kim, Jaegul Choo, and Cheonbok Park

ACL Annual Meeting of the Association for Computational Linguistics 2026 Industry-Track Paper
Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method
Taehee Kim*, Seungbin Yang*, Jihwan Kim, Jaegul Choo (*: equal contribution)

ACL Annual Meeting of the Association for Computational Linguistics 2026 37.0% acceptance Findings of ACL
Talk to Your Slides: High-Efficiency Slide Editing via Language-Driven Structured Data Manipulation
Kyudan Jung, Hojun Cho, Jooyeol Yun, Soyoung Yang, Jaehyeok Jang, Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2026 PDF 37.0% acceptance Findings of ACL
BankMathBench: A Benchmark for Numerical Reasoning in Banking Scenarios
Yunseung Lee, Subin Kim, Youngjun Kwak, and Jaegul Choo

LREC Language Resources and Evaluation Conference 2026
Selectively Extracting and Injecting Visual Attributes into Text-to-Image Models
Seunghwan Choi, Jooyeol Yun, Youngdo Lee, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 25.42% acceptance
AHS: Adaptive Head Synthesis via Synthetic Data Augmentations
Taewoong Kang* , Hyojin Jang*, Sohyun Jeong*, Seunggi Moon, Gihwi Kim, Hoon Jin Jung, Jaegul Choo (*:equal contributions)

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 25.42% acceptance
EgoX: Egocentric Video Generation from a Single Exocentric Video
Taewoong Kang*, Kinam Kim*, Dohyeon Kim*, Minho Park, Junha Hyung, Jaegul Choo (*:equal contributions)

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 PDF 25.42% acceptance
Vector Prism: Animating Vector Graphics by Stratifying Semantic Structure
Jooyeol Yun, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 PDF 25.42% acceptance
Memory-Efficient Fine-Tuning Diffusion Transformer via Dynamic Patch Sampling and Block Skipping
Sunghyun Park, Jeongho Kim, Hyoungwoo Park, Debasmit Das, Sungrack Yun, Munawar Hayat, Jaegul Choo, Fatih Porikli, Seokeon Choi

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 25.42% acceptance
OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation
Sanghyeon Lee, Minwoo Lee, Euijin Shin, Kangyeol Kim, Seunghwan Choi, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 25.42% acceptance
CA-LoRA: Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
Minho Park, Sunghyun Park, Jungsoo Lee, Hyojin Park, Kyuwoong Hwang, Fatih Porikli, Jaegul Choo, Sungha Choi

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 25.42% acceptance
MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning
Junha Song, Yongsik Jo, So Yeon Min, Quanting Xie, Taehwan Kim, Yonatan Bisk, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2026 PDF 25.42% acceptance
ACG: Action Coherence Guidance for Flow-Based Vision-Language-Action Models
Minho Park*, Kinam Kim*, Junha Hyung, Hyojin Jang, Hoiyeong Jin, Jooyeol Yun, Hojoon Lee, Jaegul Choo (*:equal contributions)

ICRA IEEE International Conference on Robotics & Automation 2026 PDF 38.02% acceptance
TexAvatars : Hybrid Texel-3D Representations for Stable Rigging of Photorealistic Gaussian Head Avatars
Jaeseong Lee*, Junyeong Ahn*, Taewoong Kang, Jaegul Choo (*: equal contributions)

3DV International Conference on 3D Vision 2026 PDF 46.6% acceptance
Sparsity-promoting Fine-tuning for Equivariant Materials Foundation Model
Youngwoo Cho*, Seunghoon Yi*, Wooil Yang, Sungmo Kang, Young-woo Son, Jaegul Choo, Joonseok Lee, Soo Kyung Kim, Hongkee Yoon (*: equal contributions)

ICLR International Conference on Learning Representations 2026 PDF 28.2% acceptance
LiveWeb-IE: A Benchmark For Online Web Information Extraction
Seungbin Yang*, Jihwan Kim*, Jaemin Choi, Dongjin Kim, Soyoung Yang, ChaeHun Park, Jaegul Choo (*: equal contributions)

ICLR International Conference on Learning Representations 2026 PDF 28.2% acceptance
ExpGuard: LLM Content Moderation in Specialized Domains
Minseok Choi*, Dongjin Kim*, Seungbin Yang*, Subin Kim, Youngjun Kwak, Juyoung Oh, Jaegul Choo, Jungmin Son (*: equal contributions)

ICLR International Conference on Learning Representations 2026 PDF 28.2% acceptance
RL makes MLLMs see better than SFT
Junha Song, Sangdoo Yun, Dongyoon Han, Jaegul Choo, Byeongho Heo

ICLR International Conference on Learning Representations 2026 PDF 28.2% acceptance
SphereDiff: Tuning-free 360° Static and Live Wallpaper Generation via Spherical Latent Representation
Minho Park, Taewoong Kang, Jooyeol Yun, Sungwon Hwang, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2026 Oral PDF 17.6% acceptance Accepted as Oral Presentation.
Think Wise, Collaborate Effectively: A Rationale-Aware LLM-Based Recommender with Reinforcement Learning from Collaborative Signals
Chung Park, Taesan Kim, Hyeongjun Yun, Dongjoon Hong, Junui Hong, Kijung Park, MinCheol Cho, Min sung Choi, Jihwan Seok, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2026 Oral 17.6% acceptance Accepted as Oral Presentation.

2025

Evaluating Automatic Speech Recognition Systems for Korean Meteorological Experts
ChaeHun Park, Hojun Cho, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2025 39.5% acceptance Findings of ACL
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information
Hojun Cho, Donghu Kim, Soyoung Yang, Chan Lee, Hunjoo Lee, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2025 22.2% acceptance
Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs
Daehoon Gwak,* Minseo Jung,* Junwoo Park, Minho Park, ChaeHun Park, Junha Hyung, and Jaegul Choo (*: equal contributions)

EMNLP Conference on Empirical Methods in Natural Language Processing 2025 22.2% acceptance
Temporal In‑Context Fine‑Tuning for Versatile Control of Video Diffusion Models
Kinam Kim, Junha Hyung, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2025 PDF 24.5% acceptance
Characterizing Dataset Bias via Disentangled Visual Concepts
Jinho Choi, Hyesu Lim, Steffen Schneider, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2025 PDF 24.5% acceptance
Delving into Large Language Models for Effective Time-Series Anomaly Detection
Junwoo Park, Kyudan Jung, Dohyun Lee, Hyuck Lee, Daehoon Gwak, ChaeHun Park, Jaegul Choo, and Jaewoong Cho

NeurIPS Conference on Neural Information Processing Systems 2025 PDF 24.5% acceptance
PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask
Jeongho Kim,* Hoiyeong Jin,* Sunghyun Park, and Jaegul Choo

ICCV International Conference on Computer Vision 2025 PDF 24.0% acceptance
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention
Jeonghoon Park, Juyoung Lee, Chaeyeon Chung, Jaeseong Lee, Jaegul Choo, Jindong Gu

ICCV International Conference on Computer Vision 2025 PDF 24.0% acceptance
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration
ChaeHun Park,* Yujin Baek,* Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2025 PDF 20.3% acceptance
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport
Minseok Choi, Daniel Rim, Dohyun Lee, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2025 PDF 20.3% acceptance
Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models
Junwoo Park, Hyuck Lee, Dohyun Lee, Daehoon Gwak, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2025 PDF 20.3% acceptance Short Paper
Exploring In-context Example Generation for Machine Translation
Dohyun Lee, Seungil Chad Lee, Chanwoo Yang, Yujin Baek, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2025 PDF Findings of ACL
To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems
Daniel Rim, Minsoo Cho, Changwoo Chun, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2025 Oral Industry-Track Paper Accepted as Oral Presentation
Hyperspherical Normalization for Scalable Deep Reinforcement Learning
Hojoon Lee,* Youngdo Lee,* Takuma Seno, Donghu Kim, Peter Stone, and Jaegul Choo

ICML International Conference on Machine Learning 2025 Spotlight PDF Accepted as Spotlight Presentation (2.6% acceptance rate)
Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention
Kyungmin Jo, Jooyeol Yun, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2025
Zero-Shot Head Swapping in Real-World Scenarios
Sohyun Jeong, Taewoong Kang, Hyojin Jang, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2025 PDF
Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling
Junha Hyung, Kinam Kim, Susung Hong, Min-Jung Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2025 PDF
Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation
Soyoung Yang, Hojun Cho, Jiyoung Lee, Sohee Yoon, Edward Choi, Jaegul Choo, and Won Ik Cho

NAACL Annual Conference of the North American Chapter of the Association for Computational Linguistics 2025 PDF
SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
Jaeseong Lee, Taewoong Kang, Marcel Buehler, Min-Jung Kim, Sungwon Hwang, Junha Hyung, Hyojin Jang, and Jaegul Choo

ICLR International Conference on Learning Representations 2025 PDF 32.08% acceptance
Sparse Autoencoders Reveal Selective Remapping of Visual Concepts during Adaptation
Hyesu Lim, Jinho Choi, Jaegul Choo, and Steffen Schneider

ICLR International Conference on Learning Representations 2025 PDF 32.08% acceptance
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
Hojoon Lee, Dongyoon Hwang, Donghu Kim, Hyunseung Kim, Jun Jet Tai, Kaushik Subramanian, Peter R. Wurman, Jaegul Choo, Peter Stone, and Takuma Seno

ICLR International Conference on Learning Representations 2025 Spotlight PDF Accepted as Spotlight Presentation (5.1% acceptance rate)
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer
Chaeyeon Chung, Sunghyun Park, Jeongho Kim, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2025 PDF 23.4% acceptance
Enabling Region-Specific Control via Lassos in Point-Based Colorization
Sanghyeon Lee, Jooyeol Yun, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2025 PDF 23.4% acceptance
Disentangling Subject-Irrelevant Elements against Subject in Personalized Text-to-Image Diffusion via Filtered Self-distillation
Seunghwan Choi, Jooyeol Yun, Jeonghoon Park, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2025 PDF
Skip-and-Play: Depth-Driven Pose-Preserved Image Generation for Any Objects
Kyungmin Jo and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2025 PDF
Attend-and-Refine: Interactive Keypoint Estimation and Quantitative Cervical Vertebrae Analysis for Bone Age Assessment
Jinhee Kim,* Taesung Kim,* Taewoo Kim, Dong-Wook Kim, Byungduk Ahn, Yoon-Ji Kim, In-Seok Song, and Jaegul Choo

2025 PDF Medical Image Analysis
Machine Learning-based Classification of Adrenal Tumors Using Clinical, Hormonal, and Body Composition Data
Seung Shin Park,* Jongsung Noh,* Jinhee Kim,* Taesung Kim, Hae Jin Seo, Chang Ho Ahn, Jaegul Choo, Man Ho Choi, Jung Hee Kim

2025 PDF European Journal of Endocrinology

2024

EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models
Jinhee Kim,* Taesung Kim,* and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2024 PDF 25.8% acceptance
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
Hyunseung Kim, Byungkun Lee, Hojoon Lee, Dongyoon Hwang, Donghu Kim, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2024 PDF 25.8% acceptance
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
Junha Hyung, Susung Hong, Sungwon Hwang, Jaeseong Lee, Jaegul Choo, and Jin-Hwa Kim

NeurIPS Conference on Neural Information Processing Systems 2024 PDF 25.8% acceptance
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
Changdae Oh,* Hyesu Lim,* Mijoo Kim, Dongyoon Han, Sangdoo Yun, Jaegul Choo, Alexander G Hauptmann, Zhi-Qi Cheng, and Kyungwoo Song

NeurIPS Conference on Neural Information Processing Systems 2024 PDF 25.8% acceptance
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models
Minseok Choi, Kyunghyun Min, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2024 PDF Findings of EMNLP
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
Daehoon Gwak,* Junwoo Park,* Minho Park, ChaeHun Park, Hyunchan Lee, Edward Choi, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2024 PDF Findings of EMNLP
Training Spatial-Frequency Visual Prompts and Probabilistic Clusters for Accurate Black-Box Transfer Learning
Wonwoo Cho, Kangyeol Kim, Saemee Choi, and Jaegul Choo

MM ACM International Conference on Multimedia 2024 PDF 26.2% acceptance
PairEval: Open-domain Dialogue Evaluation Metric with Pairwise Comparisons
ChaeHun Park, Minseok Choi, Dohyun Lee, and Jaegul Choo

COLM Conference on Language Modeling 2024 PDF 28.8% acceptance
Bones Can't Be Triangles: Accurate and Efficient Vertebrae Keypoint Estimation through Collaborative Error Revision
Jinhee Kim,* Taesung Kim,* and Jaegul Choo

ECCV European Conference on Computer Vision 2024 PDF 27.9% acceptance
TCAN: Animating Human Images with Temporally Consistent Pose Guidance using Diffusion Models
Jeongho Kim,* Min-Jung Kim,* Junsoo Lee, and Jaegul Choo

ECCV European Conference on Computer Vision 2024 PDF 27.9% acceptance
SelfSwapper: Self-Supervised Face Swapping via Shape-Agnostic Masked AutoEncoder
Jaeseong Lee,* Junha Hyung,* Sohyun Jeong, and Jaegul Choo

ECCV European Conference on Computer Vision 2024 PDF 27.9% acceptance
VEGS: View Extrapolation of Urban Scenes in 3D Gaussian Splatting using Learned Priors
Sungwon Hwang,* Min-Jung Kim,* Taewoong Kang, Jayeon Kang, and Jaegul Choo

ECCV European Conference on Computer Vision 2024 PDF 27.9% acceptance
Scaling Up Personalized Image Aesthetic Assessment via Task Vector Customization
Jooyeol Yun, and Jaegul Choo

ECCV European Conference on Computer Vision 2024 PDF 27.9% acceptance
Is User Feedback Always Informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data
Junha Song, Tae Soo Kim, Junha Kim, Gunhee Nam, Thijs Kooi, and Jaegul Choo

ECCV European Conference on Computer Vision 2024 PDF 27.9% acceptance
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering
ChaeHun Park,* Koanho Lee,* Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2024 PDF Findings of ACL
Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models
Dohyun Lee,* Daniel Rim,* Minseok Choi, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2024 Findings of ACL
A Simple Convolution Injector for Vision Transformer Towards Effective Adaptation in Visuo-Motor Control
Dongyoon Hwang,* Byungkun Lee,* Hojoon Lee, Hyunseung Kim, and Jaegul Choo

ICML International Conference on Machine Learning 2024 PDF 27.54% acceptance
Investigating Pre-Training Objectives for Generalization in Visual Reinforcement Learning
Donghu Kim,* Hojoon Lee,* Kyungmin Lee,* Dongyoon Hwang, and Jaegul Choo

ICML International Conference on Machine Learning 2024 PDF 27.54% acceptance
Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks
Hojoon Lee, Hyeonseo Cho, Hyunseung Kim, Donghu Kim, Dugki Min, Jaegul Choo, and Clare Lyle

ICML International Conference on Machine Learning 2024 PDF 27.54% acceptance
Pacer and Runner: Cooperative Learning Framework between Single- and Cross-Domain Sequential Recommendation
Chung Park, Taesan Kim, Hyungjun Yoon, Junui Hong, Yelim Yu, Mincheol Cho, Minsung Choi, and Jaegul Choo

SIGIR International ACM SIGIR Conference on Research and Development in Information Retrieval 2024 20.1% acceptance
Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair
Jeonghoon Park,* Chaeyeon Chung,* Juyoung Lee, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2024 PDF
100+ Citations

StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On
Jeongho Kim, Gyojung Gu, Minho Park, Sunghyun Park, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2024 PDF
Self-Supervised Contrastive Forecasting
Junwoo Park, Daehoon Gwak, Jaegul Choo, and Edward Choi

ICLR International Conference on Learning Representations 2024 PDF 31.0% acceptance
Expression Domain Translation Network for Cross-domain Head Reenactment
Taewoong Kang,* Jeongsik Oh,* Jaeseong Lee, Sunghyun Park, and Jaegul Choo

ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing 2024 PDF
MagiCapture: High-Resolution Multi-Concept Portrait Customization
Junha Hyung,* Jaeyo Shin,* and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2024 PDF 23.75% acceptance
iDet3D: Towards Efficient Interactive Object Detection for LiDAR Point Clouds
Dongmin Choi, Wonwoo Cho, Kangyeol Kim, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2024 PDF 23.75% acceptance
When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection
Dongmin Kim, Sunghyun Park, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2024 PDF 23.75% acceptance
LensNeRF: Rethinking Volume Rendering based on Thin-Lens Camera Model
Min-Jung Kim, Gyojung Gu, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2024
Slice and Conquer: A Planar-to-3D Framework for Efficient Interactive Segmentation of Volumetric Images
Wonwoo Cho, Dongmin Choi, Hyesu Lim, Jinho Choi, Saemee Choi, Hyun-seok Min, Sungbin Lim, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2024
Unraveling the Role of Raman Modes in Evaluating the Degree of Reduction in Graphene Oxide via Explainable Artificial Intelligence
Jaekak Yoo,* Youngwoo Cho,* Dong Hyeon Kim, Jaeseok Kim, Tae Geol Lee, Seung Mi Lee, Jaegul Choo, and Mun Seok Jeong

2024 PDF Nano Today (IF=13.2 as of 2023)
A Computed Tomography–Based Fracture Prediction Model With Images of Vertebral Bones and Muscles by Employing Deep Learning: Development and Validation Study
Sung Hye Kong, Wonwoo Cho, Sung Bae Park, Jaegul Choo, Jung Hee Kim, Sang Wan Kim, and Chan Soo Shin

JMIR Journal of Medical Internet Research 2024 PDF Vol. 26, e48535
Prediction of Treatment Response after Stereotactic Radiosurgery of Brain Metastasis using Deep Learning and Radiomics on Longitudinal MRI Data
Se Jin Cho, Wonwoo Cho, Dongmin Choi, Gyuhyeon Sim, So Yeong Jeong, Sung Hyun Baik, Yun Jung Bae, Byung Se Choi, Jae Hyoung Kim, Sooyoung Yoo, Jung Ho Han, Chae-Yong Kim, Jaegul Choo, and Leonard Sunwoo

2024 PDF Scientific Reports

2023

SimCKP: Simple Contrastive Learning of Keyphrase Representations
Minseok Choi, Chaeheon Gwak, Seho Kim, Si Hyeong Kim, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2023 PDF Findings of EMNLP
AniEE: A Dataset of Animal Experimental Literature for Event Extraction
Dohee Kim,* Ra Yoo,* Soyoung Yang, Hee Yang, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2023 PDF Findings of EMNLP
Towards Formality-Aware Neural Machine Translation by Leveraging Context Information
Dohee Kim,* Yujin Baek,* Soyoung Yang, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2023 PDF Short Paper, Findings of EMNLP
Learning to Discover Skills through Guidance
Hyunseung Kim,* Byungkun Lee,* Sejik Park, Hojoon Lee, Dongyoon Hwang, Kyushik Min, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2023 PDF 26.1% acceptance
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
Hojoon Lee,* Hanseul Cho,* Hyunseung Kim,* Daehoon Gwak, Joonkee Kim, Jaegul Choo, Se-Young Yun, and Chulhee Yun

NeurIPS Conference on Neural Information Processing Systems 2023 PDF 26.1% acceptance
HPC ClusterScape: Increasing Transparency and Efficiency of Shared High-Performance Computing Clusters for Large-scale AI Models
Heungseok Park, Aeree Cho, Hyojun Jeon, Hayoung Lee, Youngil Yang, Sungjae Lee, Heungsub Lee, and Jaegul Choo

VDS Visualization in Data Science 2023 PDF
PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration
Minseok Choi, Hyesu Lim, and Jaegul Choo

IJCNLP-AACL International Joint Conference on Natural Language Processing and the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics 2023 PDF Short Paper, Findings of IJCNLP-AACL
Learning to Diversify Neural Text Generation via Degenerative Model
Jimin Hong,* ChaeHun Park,* and Jaegul Choo

IJCNLP-AACL International Joint Conference on Natural Language Processing and the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics 2023 PDF Short Paper, Findings of IJCNLP-AACL
FedGeo: Privacy-Preserving User Next Location Prediction with Federated Learning
Chung Park, Taekyoon Choi, Taesan Kim, Mincheol Cho, Junui Hong, Minsung Choi, and Jaegul Choo

SIGSPATIAL ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 2023 PDF 20.11% acceptance
ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal
Hojoon Lee,* Hawon Jeong,* Byungkun Lee,* Kyungyup Daniel Lee, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management 2023 PDF Short Paper
Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation
Chung Park, Taesan Kim, Taekyoon Choi, Junui Hong, Yelim Yu, Mincheol Cho, Kyunam Lee, Sungil Ryu, Hyungjun Yoon, Minsung Choi, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management 2023 PDF
Shortcut-V2V: Compression Framework for Video-to-Video Translation based on Temporal Redundancy Reduction
Chaeyeon Chung,* Yeojeong Park,* Seunghwan Choi, Munkhsoyol Ganbat, and Jaegul Choo

ICCV International Conference on Computer Vision 2023 PDF
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis
Minho Park,* Jooyeol Yun,* Seunghwan Choi, and Jaegul Choo

ICCV International Conference on Computer Vision 2023 PDF
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization
Jungsoo Lee, Debasmit Das, Jaegul Choo, and Sungha Choi

ICCV International Conference on Computer Vision 2023 PDF
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts
Sunghyun Park, Seunghan Yang, Jaegul Choo, and Sungrack Yun

ICCV International Conference on Computer Vision 2023 PDF
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields
Sungwon Hwang, Junha Hyung, Daejin Kim, Min-Jung Kim, and Jaegul Choo

ICCV International Conference on Computer Vision 2023 PDF
CAFA: Class-Aware Feature Alignment for Test-time Adaptation
Sanghun Jung, Jungsoo Lee, Nanhee Kim, Amirreza Shaban, Byron Boots, and Jaegul Choo

ICCV International Conference on Computer Vision 2023 PDF
3D-Aware Generative Model for Improved Side-View Image Synthesis
Kyungmin Jo,* Wonjoon Jin,* Jaegul Choo, Hyunjoon Lee, and Sunghyun Cho

ICCV International Conference on Computer Vision 2023 PDF
Towards Physically Reliable Molecular Representation Learning
Seunghoon Yi, Youngwoo Cho, Jinhwan Sul, Seung Woo Ko, Soo Kyung Kim, , Jaegul Choo, Hongkee Yoon, and Joonseok Lee

UAI Conference on Uncertainty in Artificial Intelligence 2023 Oral PDF Accepted as Oral Presentation (3.1% acceptance rate)
Pre-training Contextual Location Embeddings in Personal Trajectories via Efficient Hierarchical Location Representations
Chung Park, TaeSan Kim, Junui Hong, Minsung Choi, and Jaegul Choo

ECML/PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2023 PDF 23.97% acceptance
Deep Imbalanced Time-series Forecasting via Local Discrepancy Density
Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, and Edward Choi

ECML/PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2023 PDF 23.97% acceptance
HistRED: A Historical Document-Level Relation Extraction Dataset
Soyoung Yang, Minseok Choi, Youngwoo Cho, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2023 PDF Long Paper
Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints
Yujin Baek,* Koanho Lee,* Dayeon Ki, Hyoung-Gyu Lee, Cheonbok Park, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2023 PDF Findings of ACL
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation
ChaeHun Park, Seungil Cha Lee, Daniel Rim, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 2023 PDF Findings of ACL
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
Hojoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, Byungkun Lee, and Jaegul Choo

ICML International Conference on Machine Learning 2023 PDF 27.94% acceptance
Best Student Paper

Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays
Daeun Kyung,* Kyungmin Jo,* Jaegul Choo, Joonseok Lee, and Edward Choi

ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing 2023 PDF Best Student Paper Award
Local 3D Editing via 3D Distillation of CLIP Knowledge
Junha Hyung, Sungwon Hwang, Daejin Kim, Hyunji Lee, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2023 PDF 25.78% acceptance
PePe: Personalized Post-editing Model Utilizing User-generated Post-edits
Jihyeon Lee,* TaeHee Kim,* Yunwon Tae,* Cheonbok Park, and Jaegul Choo

EACL Conference of the European Chapter of the Association for Computational Linguistics 2023 PDF Findings of EACL
100+ Citations

TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation
Hyesu Lim, Byeonggeun Kim, Jaegul Choo, and Sungha Choi

ICLR International Conference on Learning Representations 2023 PDF 31.8% acceptance
Revisiting the Importance of Amplifying Bias for Debiasing
Jungsoo Lee,* Jeonghoon Park,* Daeyoung Kim,* Juyoung Lee, Edward Choi, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 2023 PDF 19.6% acceptance
Guiding Users to Where to Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization
Youngin Cho,* Junsoo Lee,* Soyoung Yang, Juntae Kim, Yeojeong Park, Haneol Lee, Mohammad Azam Khan, Daesik Kim, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2023 PDF
Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation
Wonwoo Cho, Jeonghoon Park, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2023
CG-NeRF: Conditional Generative Neural Radiance Fields for 3D-aware Image Synthesis
Kyungmin Jo,* Gyumin Shim,* Sanghun Jung, Soyoung Yang, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2023 PDF
iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer
Sanghyeon Lee,* JooYeol Yun,* Minho Park,* and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision 2023 PDF
Explainable Artificial Intelligence Approach to Identify the Origin of Phonon-Assisted Emission in WSe2 Monolayer
Jaekak Yoo,* Youngwoo Cho,* Byeonggeun Jeong, Soo Ho Choi, Ki Kang Kim, Seong Chu Lim, Seung Mi Lee, Jaegul Choo, and Mun Seok Jeong

2023 PDF Advanced Intelligent Systems
A Visual Analytics System for Improving Traffic Forecasting Models
Seungmin Jin, Hyunwook Lee, Cheonbok Park, Hyeshin Chu, Yunwon Tae, Jaegul Choo, and Sungahn Ko

TVCG IEEE Transactions on Visualization and Computer Graphics 2023 PDF 26.5% acceptance

2022

Rethinking Style Transformer by Energy-based Interpretation: Adversarial Unsupervised Style Transfer using Pretrained Model
Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-in Hwang, Minseok Choi, Edward Choi, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2022 PDF Long Paper
PNEG: Prompt-based Negative Response Generation for Dialogue Response Selection Task
Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2022 PDF Short Paper
WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
Youngin Cho,* Daejin Kim,* Dongmin Kim, Mohammad Azam Khan, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2022 PDF 25.6% acceptance
Mining Multi-Label Samples from Single Positive Labels
Youngin Cho,* Daejin Kim,* Mohammad Azam Khan, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2022 PDF 25.6% acceptance
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition
Rodrigo Hormazabal, Changyoung Park, Soonyoung Lee, Sehui Han, Yeonsik Jo, Jaewan Lee, Ahra Jo, Seung Hwan Kim, Jaegul Choo, Moontae Lee, and Honglak Lee

NeurIPS Conference on Neural Information Processing Systems 2022 PDF Datasets and Benchmarks Track
Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity
TaeHee Kim,* ChaeHun Park,* Jimin Hong, Radhika Dua, Edward Choi, and Jaegul Choo

COLING International Conference on Computational Linguistics 2022 PDF
Residual Correction in Real-Time Traffic Forecasting
Daejin Kim,* Youngin Cho,* Dongmin Kim, Cheonbok Park, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management 2022 PDF
AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment
Kangyeol Kim,* Sunghyun Park,* Jaeseong Lee,* Sunghyo Chung, Junsoo Lee, and Jaegul Choo

ECCV European Conference on Computer Vision 2022 PDF
Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment
Taewoo Kim,* Chaeyeon Chung,* Yoonseo Kim,* Sunghyun Park, Kangyeol Kim, and Jaegul Choo

ECCV European Conference on Computer Vision 2022 PDF
100+ Citations

High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions
SangYun Lee,* Gyojung Gu,* Sunghyun Park, Seunghwan Choi, and Jaegul Choo

ECCV European Conference on Computer Vision 2022 PDF
Towards Accurate Open-Set Recognition via Background-Class Regularization
Wonwoo Cho and Jaegul Choo

ECCV European Conference on Computer Vision 2022 PDF
ReFu: Refine and Fuse the Unobserved View for Detail-Preserving Single-Image 3D Human Reconstruction
Gyumin Shim,* Minsoo Lee,* and Jaegul Choo

MM ACM International Conference on Multimedia 2022 PDF 27.9% acceptance
Morphology-Aware Interactive Keypoint Estimation
Jinhee Kim,* Taesung Kim,* Taewoo Kim, Jaegul Choo, Dong-Wook Kim, Byungduk Ahn, In-Seok Song, and Yoon-Ji Kim

MICCAI International Conference on Medical Image Computing and Computer Assisted Intervention 2022 PDF (13% first-round provisional acceptance rate)
Enemy Spotted: In-game Gun Sound Dataset for Gunshot Classification and Localization
Junwoo Park, Youngwoo Cho, Gyuhyeon Sim, Hojoon Lee, and Jaegul Choo

CoG IEEE Conference on Games 2022 PDF
Honorable Mention

DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, and Jaegul Choo

EuroVis EG/VGTC Conference on Visualization 2022 PDF Short Paper Honorable Mention Award
Honorable Mention

Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems
Hojoon Lee, Dongyoon Hwang, Kyushik Min, and Jaegul Choo

SIGIR International ACM SIGIR Conference on Research and Development in Information Retrieval 2022 PDF 0.3% acceptance Short Paper Best Short Paper Honorable Mention Award
DraftRec: Personalized Draft Recommendation for Victory in Multi-Player Online Battle Arena Games
Hojoon Lee,* Dongyoon Hwang,* Hyunseung Kim, Byungkun Lee, and Jaegul Choo

WWW International World Wide Web Conference 2022 PDF
1000+ Citations

Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
Taesung Kim,* Jinhee Kim,* Yunwon Tae, Cheonbok Park, Jang-Ho Choi, and Jaegul Choo

ICLR International Conference on Learning Representations 2022 PDF
PASTA: Parallel Spatio-Temporal Attention with Spatial Auto-Correlation Gating for Fine-Grained Crowd Flows Prediction
Chung Park, Junui Hong, Cheonbok Park, Taesan Kim, Minsung Choi, and Jaegul Choo

PAKDD Pacific-Asia Conference on Knowledge Discovery and Data Mining 2022 PDF 19.3% acceptance

2021

HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting
Chaeyeon Chung,* Taewoo Kim,* Hyelin Nam,* Seunghwan Choi, Gyojung Gu, Sunghyun Park, and Jaegul Choo

BMVC British Machine Vision Conference 2021 Oral PDF Accepted as Oral Presentation (3.6% acceptance rate)
Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children
Jungsoo Lee,* Jooyeol Yun,* Sunghyun Park, Yonggyu Kim, and Jaegul Choo

BMVC British Machine Vision Conference 2021 PDF
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE
Kangyeol Kim,* Sunghyun Park,* Junsoo Lee, Joonseok Lee, Sookyung Kim, Jaegul Choo, and Edward Choi

BMVC British Machine Vision Conference 2021 PDF
100+ Citations

Learning Debiased Representation via Disentangled Feature Augmentation
Jungsoo Lee,* Eungyeup Kim,* Juyoung Lee, Jihyeon Lee, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 2021 Oral PDF Accepted as Oral Presentation (1% acceptance rate)
Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space
Beomsoo Kim, Jang-Ho Choi, and Jaegul Choo

ACML Asian Conference on Machine Learning 2021 PDF 30.4% acceptance
AVoCaDo: Strategy for Adapting Vocabulary to Downstream Domain
Jimin Hong,* Taehee Kim,* Hyesu Lim,* and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2021 PDF Short Paper
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations
Fuxiang Chen, Mijung Kim, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2021 PDF Findings of EMNLP
100+ Citations

Standardized Max Logit: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
Sanghun Jung,* Jungsoo Lee,* Daehoon Gwak, Sungha Choi, and Jaegul Choo

ICCV International Conference on Computer Vision 2021 Oral PDF Accepted as Oral Presentation (3% acceptance rate)
Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects
Eungyeup Kim,* Sanghyeon Lee,* Jeonghoon Park,* Somi Choi, Choonghyun Seo, and Jaegul Choo

ICCV International Conference on Computer Vision 2021 Oral PDF Accepted as Oral Presentation (3% acceptance rate)
BiaSwap: Removing Dataset Bias with Bias-Tailored Swapping Augmentation
Eungyeup Kim,* Jihyeon Lee,* and Jaegul Choo

ICCV International Conference on Computer Vision 2021 PDF 25.9% acceptance
Knowledge Graph-based Question Answering with Electronic Health Records
Junwoo Park, Youngwoo Cho, Haneol Lee, Jaegul Choo, and Edward Choi

MLHC Machine Learning for Healthcare 2021 PDF
K-Hairstyle: A Large-Scale Korean Hairstyle Dataset for Virtual Hair Editing and Hairstyle Classification
Taewoo Kim, Chaeyeon Chung, Sunghyun Park, Gyojung Gu, Keonmin Nam, Wonzo Choe, Jaesung Lee, and Jaegul Choo

ICIP IEEE International Conference on Image Processing 2021 PDF
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning
Cheonbok Park,* Yunwon Tae,* Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, and Jaegul Choo

ACL-IJCNLP Joint Conference of the Annual Meeting of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing 2021 PDF Long Paper
Constructing Multi-Modal Dialogue Dataset with Text-to-Image Replacement
Nyoungwoo Lee*, Suwon Shin,* Jaegul Choo, Ho-Jin Choi, and Sung-Hyun Myaeng

ACL-IJCNLP Joint Conference of the Annual Meeting of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing 2021 PDF Short Paper
Learning to Generate Questions by Learning to Recover Answer-containing Sentences
Seohyun Back, Akhil Kedia, Sai Chetan Chinthakindi, Haejun Lee, and Jaegul Choo

ACL-IJCNLP Joint Conference of the Annual Meeting of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing 2021 PDF Findings of ACL
VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks
Cheonbok Park,* Soyoung Yang,* Inyoup Na,* Sunghyo Chung, Sungbok Shin, Bum Chul Kwon, Deokgun Park, and Jaegul Choo

EuroVis EG/VGTC Conference on Visualization 2021 PDF Short Paper
Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling
Chaeyeon Chung,* Jungsoo Lee,* Kyungmin Park, Junsoo Lee, Minjae Kim, Mookyung Song, Yeonwoo Kim, Jaegul Choo, and Sungsoo Ray Hong

CSCW ACM Conference on Computer-Supported Cooperative Work and Social Computing 2021 PDF
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation
Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Sujin Jang, Jaegul Choo, and Youngbin Kim

NAACL Annual Conference of the North American Chapter of the Association for Computational Linguistics 2021 PDF
3D Cell Instance Segmentation via Point Proposals using Cellular Components
Jinho Choi, Junwoo Park, Hyeon-seok Min, Hyungjoo Cho, Sungbin Lim, and Jaegul Choo

2021 PDF Proc. SPIE 11647, Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XIX
100+ Citations

RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
Sungha Choi,* Sanghun Jung,* Huiwon Yun, Joanne Kim, Seungryong Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2021 Oral PDF Accepted as Oral Presentation (4.7% acceptance rate)
100+ Citations

VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization
Seunghwan Choi,* Sunghyun Park,* Minsoo Lee,* and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2021 PDF 27.0% acceptance
Not Just Compete, But Collaborate: Local Image-to-Image Translation via Cooperative Mask Prediction
Daejin Kim, Mohammad Azam Khan, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2021 PDF 27.0% acceptance
An Empirical Experiment on Deep Learning Models for Predicting Traffic Data
Hyunwook Lee, Cheonbok Park, Seungmin Jin, Hyeshin Chu, Jaegul Choo, and Sungahn Ko

ICDE IEEE International Conference on Data Engineering 2021 PDF Short Paper
Efficient Adversarial Audio Synthesis via Progressive Upsampling
Youngwoo Cho, Minwook Chang, Sanghyeon Lee, Hyoungwoo Lee, Gerard Jounghyun Kim, and Jaegul Choo

ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing 2021 PDF 48.0% acceptance
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation
Sunghyun Park,* Kangyeol Kim,* Junsoo Lee, Jaegul Choo, Joonseok Lee, Sookyung Kim, and Edward Choi

AAAI AAAI Conference on Artificial Intelligence 2021 PDF 21.4% acceptance
Artificial Intelligence-Assisted Analysis of Endoscopic Retrograde Cholangiopancreatography Image for Identifying Ampulla and Difficulty of Selective Cannulation
Taesung Kim,* Jinhee Kim,* Hyuk Soon Choi, Eun Sun Kim, Bora Keum, Yoon Tae Jeen, Hong Sik Lee, Hoon Jai Chun, Sung Yong Han, Dong Uk Kim, Soonwook Kwon, Jaegul Choo, and Jae Min Lee

2021 PDF Scientific Reports
Development of Artificial Intelligence System for Quality Control of Photo Documentation in Esophagogastroduodenoscopy
Seong Ji Choi,* Mohammad Azam Khan,* Hyuk Soon Choi, Jaegul Choo, Jae Min Lee, and Soonwook Kwon

2021 PDF Surgical Endoscopy
HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks
Heungseok Park, Yoonsoo Nam, Ji-Hoon Kim, and Jaegul Choo

TVCG IEEE Transactions on Visualization and Computer Graphics 2021 PDF 24.8% acceptance

2020

End-To-End Multi-Task Learning of Missing Value Imputation and Forecasting in Time-Series Data
Jinhee Kim,* Taesung Kim,* Jang-Ho Choi, and Jaegul Choo

ICPR International Conference on Pattern Recognition 2020 PDF
Multimodal Image Translation with Stochastic Style Representations and Mutual Information Loss
Sanghyeon Na, Seungjoo Yoo, and Jaegul Choo

BMVC British Machine Vision Conference 2020 PDF 5.0% acceptance
ST-GRAT: Spatio-Temporal Graph Attention Network for Traffic Forecasting
Cheonbok Park, Chunggi Lee, Hyojin Bahng, Yunwon Tae, Seungmin Jin, Kihwan Kim, Sungahn Ko, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management 2020 PDF 20.9% acceptance
100+ Citations

Learning De-biased Representations with Biased Representations
Hyojin Bahng, Sanghyuk Chun, Sangdoo Yun, Jaegul Choo, and Seong Joon Oh

ICML International Conference on Machine Learning 2020 PDF 21.8% acceptance
100+ Citations

Cars Can’t Fly Up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks
Sungha Choi, Joanne Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2020 PDF 22.1% acceptance
100+ Citations

Reference-based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2020 PDF 22.1% acceptance
Exploring Unlabeled Faces for Novel Attribute Discovery
Hyojin Bahng, Sunghyo Chung, Seungjoo Yoo, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2020 PDF 22.1% acceptance
NeurQuRI: Neural Question Requirement Inspector for Answerability Prediction in Machine Reading Comprehension
Seohyun Back, Sai Chetan Chinthakindi, Akhil Kedia, Haejun Lee, and Jaegul Choo

ICLR International Conference on Learning Representations 2020 PDF 26.5% acceptance
Automatic Detection of Tympanic Membrane and Middle Ear Infection from Oto-Endoscopic Images via Convolutional Neural Networks
Mohammad Azam Khan,* Soonwook Kwon,* Jaegul Choo, Seok Min Hong, Sung Hun Kang, Il-Ho Park, Sung Kyun Kim, and Seok Jin Hong

2020 PDF Neural Networks (IF=5.875)
Probabilistic Topic Modeling for Comparative Analysis of Document Collections
Ting Hua, Chang-Tien Lu, Jaegul Choo, and Chandan K. Reddy

TKDD ACM Transactions on Knowledge Discovery from Data 2020 PDF

2019

NL2pSQL: Generating Pseudo-SQL Queries from Under-specified Natural Language Question
Fuxiang Chen, Seung-won Hwang, Jaegul Choo, Jung-Woo Ha, and Sunghun Kim

EMNLP Conference on Empirical Methods in Natural Language Processing 2019 PDF 23.8% acceptance
Recommender System Using Sequential and Global Preference via Attention Mechanism and Topic Modeling
Kyeongpil Kang, Junwoo Park, Wooyoung Kim, Hojung Choe, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management 2019 PDF 19.0% acceptance
SANVis: Visual Analytics for Understanding Self-Attention Networks
Cheonbok Park, Inyoup Na, Yongjang Jo, Sungbok Shin, Jaehyo Yoo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee, and Jaegul Choo

2019 PDF 31.7% acceptance IEEE VIS, Short Paper
Learning to Focus and Track Extreme Climate Events
Sookyung Kim,* Sunghyun Park,* Sunghyo Chung,* Joonseok Lee, Yunsung Lee, Hyojin Kim, Mr Prabhat, and Jaegul Choo

BMVC British Machine Vision Conference 2019 Spotlight PDF Accepted as Spotlight Presentation (6.9% acceptance rate)
100+ Citations

Image-to-Image Translation via Group-wise Deep Whitening and Coloring
Wonwoong Cho, Sungha Choi, David Park, Inkyu Shin, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2019 Oral PDF Accepted as Oral Presentation (5.5% acceptance rate)
100+ Citations

Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks
Seungjoo Yoo, Hyojin Bahng, Sunghyo Chung, Junsoo Lee, Jaehyuk Chang, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2019 PDF 25.2% acceptance
AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-Based Deep Neural Networks
Minsuk Choi, Cheonbok Park, Soyoung Yang, Yonggyu Kim, Jaegul Choo, and Sungsoo Ray Hong

CHI ACM CHI Conference on Human Factors in Computing Systems 2019 PDF 23.8% acceptance
Paraphrase Diversification using Counterfactual Debiasing
Sunghyun Park, Seung-won Hwang, Fuxiang Chen, Jaegul Choo, Jung-Woo Ha, Sunghun Kim, and Jinyeong Yim

AAAI AAAI Conference on Artificial Intelligence 2019 PDF 16.2% acceptance
100+ Citations

Visualizing for the Non-Visual: Enabling the Visually Impaired to Use Visualization
Jinho Choi, SangHun Jung, Deokgun Park, Jaegul Choo, and Niklas Elmqvist

CGF Computer Graphics Forum 2019 PDF 31.0% acceptance
Whose Opinion Matters? Analyzing Relationships between Bitcoin Prices and User Groups in Online Community
Kyeongpil Kang, Jaegul Choo, and YoungBin Kim

2019 PDF Social Science Computer Review (IF=3.253)
End-to-End Partial Discharge Detection in Power Cables via Time-Domain Convolutional Neural Networks
Mohammad Azam Khan, Jaegul Choo, and Yong-Hwa Kim

2019 PDF Journal of Electrical Engineering & Technology
100+ Citations

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
Bum Chul Kwon, Min-Je Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, and Jaegul Choo

TVCG IEEE Transactions on Visualization and Computer Graphics 2019 PDF 25.6% acceptance

2018

MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
Seohyun Back, Seunghak Yu, Sathish Reddy Indurthi, Jihie Kim, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 2018 PDF
100+ Citations

Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation
Hyojin Bahng,* Seungjoo Yoo,* Wonwoong Cho,* David K. Park, Ziming Wu, Xiaojuan Ma, and Jaegul Choo

ECCV European Conference on Computer Vision 2018 PDF 31.8% acceptance
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
David K. Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, and Noseong Park

IJCAI International Joint Conference on Artificial Intelligence 2018 PDF 20.5% acceptance
MMGAN: Manifold Matching Generative Adversarial Network for Generating Images
Noseong Park, Ankesh Anand, Joel Ruben, Antony Moniz, Kookjin Lee, Jaegul Choo, David. K. Park, Tanmoy Chakraborty, Hongkyu Park, and Youngmin Kim

ICPR International Conference on Pattern Recognition 2018 PDF
1000+ Citations

StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 2018 Oral Accepted as Oral Presentation (2.1% acceptance rate)
100+ Citations

Short-Text Topic Modeling via Non-negative Matrix Factorization Enriched with Local Word-Context Correlations
Tian Shi, Kyeongpil Kang, Jaegul Choo, and Chandan K. Reddy

WWW International World Wide Web Conference 2018 PDF 15.0% acceptance
TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive Topic Modeling on Social Media
Minsuk Choi, Sungbok Shin, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry Drake, Haesun Park, and Jaegul Choo

CHI ACM CHI Conference on Human Factors in Computing Systems 2018 PDF 25.7% acceptance
Guidance in the human-machine analytics process
Christopher Collins, Natalia Andrienko, Tobias Schreck, Jing Yang, Jaegul Choo, Ulrich Engelke, Amit Jena, and Tim Dwyer

2018 PDF Visual Informatics
100+ Citations

Visual Analytics for Explainable Deep Learning
Jaegul Choo and Shixia Liu

CG&A IEEE Computer Graphics and Applications 2018 PDF Volume 38, Number 4, pages 84-92
PixelSNE: Pixel-Aligned Stochastic Neighbor Embedding for Efficient 2D Visualization with Screen-Resolution Precision
Minjeong Kim, Minsuk Choi, Sunwoong Lee, Jian Tang, Haesun Park, and Jaegul Choo

CGF Computer Graphics Forum 2018 PDF 29.0% acceptance Volume 37, Issue 3
VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data
Jaegul Choo, Hannah Kim, Edward Clarkson, Zhiecheng Liu, Changhyun Lee, Fuxin Li, Hanseung Lee, Ramakrishnan Kannan, Charles D. Stolper, John Stasko, and Haesun Park

TKDD ACM Transactions on Knowledge Discovery from Data 2018 PDF Volume 12, Number 1, pages 8:1-8:20
Localized User-Driven Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization
Sangho Suh, Sungbok Shin, Joonseok Lee, Chandan K. Reddy, and Jaegul Choo

KAIS Knowledge and Information Systems 2018 PDF Volume 56, Issue 3, pages 503-531
ConceptVector: Text Visual Analytics via Interactive Lexicon Building Using Word Embedding
Deokgun Park, Seungyeon Kim, Jurim Lee, Jaegul Choo, Nicholas Diakopoulos, and Niklas Elmqvist

TVCG IEEE Transactions on Visualization and Computer Graphics 2018 PDF 21.0% acceptance Volume 24, Number 1, pages 361-370

2017

STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection
Sungbok Shin, Minsuk Choi, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Drake Barry, Haesun Park, and Jaegul Choo

ICDM IEEE International Conference on Data Mining 2017 PDF 9.2% acceptance
Best Student Paper

Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization
Sangho Suh, Jaegul Choo, Joonseok Lee, and Chandan K. Reddy

IJCAI International Joint Conference on Artificial Intelligence 2017 PDF Invited to Best Sister Conferences Paper Track as the ICDM'16 Best Student Paper
End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks
Min-Je Choi, Sehun Jeong, Hakjoo Oh, and Jaegul Choo

IJCAI International Joint Conference on Artificial Intelligence 2017 PDF 26.0% acceptance
PIVE: Per-Iteration Visualization Environment for Real-time Interactive Visualizations using Computational Methods
Hannah Kim, Jaegul Choo, Changhyun Lee, Hanseung Lee, Chandan K. Reddy, and Haesun Park

AAAI AAAI Conference on Artificial Intelligence 2017 PDF 25.0% acceptance
Predicting the Currency Market in Online Gaming via Lexicon-Based Analysis on Its Online Forum
Young Bin Kim, Kyeongpil Kang, Jaegul Choo, Shin Jin Kang, TaeHyeong Kim, JaeHo Im, Jong-Hyun Kim, and Chang Hun Kim

2017 PDF Complexity (IF=4.621), Volume 2017, Article ID 4152705, 10 pages
Toward Predicting Social Support Needs in Online Health Social Networks
Min-Je Choi, Sung-Hee Kim, Sukwon Lee, Bum Chul Kwon, Ji Soo Yi, Jaegul Choo, and Jina Huh

JMIR Journal of Medical Internet Research 2017 PDF Volume 19, Number 8: e272
When Bitcoin Encounters Information in an Online Forum: Using Text Mining to Analyse User Opinions and Predict Value Fluctuation
Young Bin Kim, Jurim Lee, Nuri Park, Jaegul Choo, Jong-Hyun Kim, and Chang Hun Kim

2017 PDF PLoS ONE, Volume 12, Number 5, pages 1598-1621
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings
Bum Chul Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, and Alex Endert

TVCG IEEE Transactions on Visualization and Computer Graphics 2017 PDF 21.0% acceptance Volume 23, Number 1, pages 221-230
TopicLens: Efficient Multi-Level Visual Topic Exploration of Large-Scale Document Collections
Minjeong Kim, Kyeongpil Kang, Deokgun Park, Jaegul Choo, and Niklas Elmqvist

TVCG IEEE Transactions on Visualization and Computer Graphics 2017 PDF 21.0% acceptance Volume 23, Number 1, pages 151-160

2016

Best Student Paper

L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization
Sangho Suh, Jaegul Choo, Joonseok Lee, and Chandan K. Reddy

ICDM IEEE International Conference on Data Mining 2016 PDF 8.5% acceptance Best Student Paper Award
Personas in Online Health Communities
Jina Huh, Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jihoon Kim, Min-Je Choi, and Ji Soo Yi

JBI Journal of Biomedical Informatics 2016 PDF Volume 63, pages 212-225
100+ Citations

InterAxis: Steering Scatterplot Axes via Observation-Level Interaction
Hannah Kim, Jaegul Choo, Haesun Park, and Alex Endert

TVCG IEEE Transactions on Visualization and Computer Graphics 2016 PDF 22.0% acceptance Volume 22, Number 1, pages 131-140
VisOHC: Designing Visual Analytics for Online Health Communities
Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jina Huh, and Ji Soo Yi

TVCG IEEE Transactions on Visualization and Computer Graphics 2016 PDF 22.0% acceptance Volume 22, Number 1, pages 71-80

2015

Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization
Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, and Haesun Park

KDD ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2015 PDF 19.0% acceptance
DemographicVis: Analyzing Demographic Information Based on User Generated Content
Wenwen Dou, Isaac Cho, Omar ElTayeby, Jaegul Choo, Derek Xiaoyu Wang, and William Ribarsky

VAST IEEE Conference on Visual Analytics Science and Technology 2015 PDF
Project Recommendation Using Heterogeneous Traits in Crowdfunding
Vineeth Rakesh, Jaegul Choo, and Chandan K. Reddy

ICWSM International AAAI Conference on Web and Social Media 2015 PDF 19.0% acceptance
Doubly Supervised Embedding based on Class Labels and Intrinsic Clusters for High-Dimensional Data Visualization
Hannah Kim, Jaegul Choo, Chandan K. Reddy, and Haesun Park

2015 PDF Neurocomputing, Volume 150, Part B, Pages 570-582
Weakly Supervised Nonnegative Matrix Factorization for User-driven Clustering
Jaegul Choo, Changhyun Lee, Chandan K. Reddy, and Haesun Park

DMKD Data Mining and Knowledge Discovery 2015 PDF Volume 29, Number 6, pages 1598-1621

2014

To Gather Together for a Better World: Understanding and Leveraging Communities in Micro-Lending Recommendation
Jaegul Choo, Daniel Lee, Bistra Dilkina, Hongyuan Zha, and Haesun Park

WWW International World Wide Web Conference 2014 PDF 13.0% acceptance
Understanding and Promoting Micro-finance Activities in Kiva.org
Jaegul Choo, Changhyun Lee, Daniel Lee, Hongyuan Zha, and Haesun Park

WSDM ACM International Conference on Web Search and Data Mining 2014 PDF 18.0% acceptance

2013

An Interactive Visual Testbed System for Dimension Reduction and Clustering of Large-scale High-dimensional Data
Jaegul Choo, Hanseung Lee, Zhicheng Liu, John Stasko, and Haesun Park

VDA Visualization and Data Analysis 2013 PDF
100+ Citations

UTOPIAN: User-driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
Jaegul Choo, Changhyun Lee, Chandan K. Reddy, and Haesun Park

TVCG IEEE Transactions on Visualization and Computer Graphics 2013 PDF Volume 19, Number 12, pages 1992-2001
Customizing Computational Methods for Visual Analytics with Big Data
Jaegul Choo and Haesun Park

CG&A IEEE Computer Graphics and Applications 2013 PDF Volume 33, Issue 4, pages 22-28
100+ Citations

Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw
Carsten Görg, Zhicheng Liu, Jaeyeon Kihm, Jaegul Choo, Haesun Park, and John Stasko

TVCG IEEE Transactions on Visualization and Computer Graphics 2013 PDF Volume 19, Number 10, pages 1646-1663

2012

Heterogeneous Data Fusion via Space Alignment Using Nonmetric Multidimensional Scaling
Jaegul Choo, Shawn Bohn, Grant C. Nakamura, Amanda M. White, and Haesun Park

SDM SIAM International Conference on Data Mining 2012 PDF
iVisClustering: An Interactive Visual Clustering for Documents via Topic Modeling
Hanseung Lee, Jaeyeon Kihm, Jaegul Choo, John Stasko, and Haesun Park

CGF Computer Graphics Forum 2012 PDF Volume 31, Issue 3pt3, pages 1155-1164

2010

iVisClassifier: An Interactive Visual Analytics System for Classification based on Supervised Dimension Reduction
Jaegul Choo, Hanseung Lee, Jaeyeon Kihm, and Haesun Park

VAST IEEE Conference on Visual Analytics Science and Technology 2010 PDF
p-ISOMAP: An Efficient Parametric Update for ISOMAP for Visual Analytics
Jaegul Choo, Chandan K. Reddy, Hanseung Lee, and Haesun Park

SDM SIAM International Conference on Data Mining 2010 PDF

2009

Hierarchical Linear Discriminant Analysis for Beamforming
Jaegul Choo, Barry L. Drake, and Haesun Park

SDM SIAM International Conference on Data Mining 2009 Oral PDF Accepted as Oral Presentation (12% acceptance rate)
Two-stage Framework for Visualization of Clustered High-Dimensional Data
Jaegul Choo, Shawn Bohn, and Haesun Park

VAST IEEE Conference on Visual Analytics Science and Technology 2009 PDF

2008

Linear Discriminant Analysis for Data with Subcluster Structure
Haesun Park, Jaegul Choo, Barry L. Drake, and Jinwoo Kang

ICPR International Conference on Pattern Recognition 2008 PDF

2007

A Comparison of Unsupervised Dimension Reduction Algorithms for Classification
Jaegul Choo, Hyunsoo Kim, Haesun Park, and Hongyuan Zha

BIBM IEEE International Conference on Bioinformatics and Biomedicine 2007 PDF

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