Dongyoon Han

Most-cited papers

CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features
Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Seong Joon Oh +2 more
2019IEEE International Conference on Computer Vision6,341 citations Open access
Semantic Scholar
Character Region Awareness for Text Detection
Youngmin Baek, Bado Lee, Dongyoon Han, Sangdoo Yun +1 more
2019Computer Vision and Pattern Recognition1,033 citations Open access
Semantic Scholar
Rethinking Spatial Dimensions of Vision Transformers
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun +2 more
2021IEEE International Conference on Computer Vision786 citations Open access
Semantic Scholar
OCR-Free Document Understanding Transformer
Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam +6 more
2021European Conference on Computer Vision640 citations Open access
Semantic Scholar
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis
Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park +4 more
2019IEEE International Conference on Computer Vision601 citations Open access
Semantic Scholar
Rotary Position Embedding for Vision Transformer
Byeongho Heo, Song Park, Dongyoon Han, Sangdoo Yun
2024European Conference on Computer Vision330 citations
Semantic Scholar
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights
Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han +4 more
2020International Conference on Learning Representations183 citations
Semantic Scholar
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han +2 more
2021Computer Vision and Pattern Recognition181 citations
Semantic Scholar
Donut: Document Understanding Transformer without OCR
Geewook Kim, Teakgyu Hong, Moonbin Yim, Jinyoung Park +5 more
2021arXiv.org128 citations
Semantic Scholar
Rethinking Channel Dimensions for Efficient Model Design
Dongyoon Han, Sangdoo Yun, Byeongho Heo, Y. Yoo
2020Computer Vision and Pattern Recognition120 citations Open access
Semantic Scholar
Model Stock: All we need is just a few fine-tuned models
Dong-Hwan Jang, Sangdoo Yun, Dongyoon Han
2024European Conference on Computer Vision114 citations
Semantic Scholar
Generating Instance-level Prompts for Rehearsal-free Continual Learning
Dahuin Jung, Dongyoon Han, Jihwan Bang, Hwanjun Song
2023IEEE International Conference on Computer Vision103 citations
Semantic Scholar
ViDT: An Efficient and Effective Fully Transformer-based Object Detector
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani +4 more
2021International Conference on Learning Representations101 citations
Semantic Scholar
VideoMix: Rethinking Data Augmentation for Video Classification
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han +1 more
2020arXiv.org92 citations
Semantic Scholar
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation
Jaemin Na, Jung-Woo Ha, Hyung Jin Chang, Dongyoon Han +1 more
2023Neural Information Processing Systems73 citations
Semantic Scholar
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs
Donghyun Kim, Byeongho Heo, Dongyoon Han
2024European Conference on Computer Vision64 citations
Semantic Scholar
An Empirical Evaluation on Robustness and Uncertainty of Regularization Methods
Sanghyuk Chun, Seong Joon Oh, Sangdoo Yun, Dongyoon Han +2 more
2020arXiv.org57 citations
Semantic Scholar
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
Changdae Oh, Mijoo Kim, Hyesu Lim, Dongyoon Han +4 more
2023Neural Information Processing Systems51 citations
Semantic Scholar
ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network
Dongyoon Han, Sangdoo Yun, Byeongho Heo, Y. Yoo
2020arXiv.org49 citations
Semantic Scholar
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse
Y. Yoo, Dongyoon Han, Sangdoo Yun
2019arXiv.org45 citations
Semantic Scholar
Scratching Visual Transformer's Back with Uniform Attention
Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han +2 more
2022IEEE International Conference on Computer Vision42 citations Open access
Semantic Scholar
Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
Jeonghoon Kim, Byeongchan Lee, Cheonbok Park, Yeontaek Oh +6 more
2025International Conference on Machine Learning40 citations
Semantic Scholar
Towards Flatter Loss Surface via Nonmonotonic Learning Rate Scheduling
Sihyeon Seong, Yegang Lee, Youngwook Kee, Dongyoon Han +1 more
2018Conference on Uncertainty in Artificial Intelligence40 citations
Semantic Scholar
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation
Beomyoung Kim, Joonhyun Jeong, Dongyoon Han, S. Hwang
2023Computer Vision and Pattern Recognition36 citations Open access
Semantic Scholar
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
J. Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han +1 more
2022Computer Vision and Pattern Recognition34 citations Open access
Semantic Scholar
Contrastive Vicinal Space for Unsupervised Domain Adaptation
Jaemin Na, Dongyoon Han, H. Chang, Wonjun Hwang
2021European Conference on Computer Vision27 citations Open access
Semantic Scholar
Slowing Down the Weight Norm Increase in Momentum-based Optimizers
Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han +3 more
2020arXiv.org27 citations
Semantic Scholar
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation
Changdae Oh, Yi-Xuan Li, Kyungwoo Song, Sangdoo Yun +1 more
2024International Conference on Learning Representations24 citations
Semantic Scholar
Leveraging Temporal Contextualization for Video Action Recognition
Minji Kim, Dongyoon Han, Taekyung Kim, Bohyung Han
2024European Conference on Computer Vision23 citations
Semantic Scholar
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts
Wonjae Kim, Sanghyuk Chun, Taekyung Kim, Dongyoon Han +1 more
2024European Conference on Computer Vision23 citations
Semantic Scholar
Region-based dropout with attention prior for weakly supervised object localization
Junsuk Choe, Dongyoon Han, Sangdoo Yun, Jung-Woo Ha +2 more
2021Pattern Recognition22 citations
Semantic Scholar
Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction
Jang-Hyun Kim, Dongyoon Han, Sangdoo Yun
2026arXiv.org19 citations
Semantic Scholar
Time Is MattEr: Temporal Self-supervision for Video Transformers
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song +2 more
2022International Conference on Machine Learning19 citations Open access
Semantic Scholar
Unified Simultaneous Clustering and Feature Selection for Unlabeled and Labeled Data
Dongyoon Han, Junmo Kim
2018IEEE Transactions on Neural Networks and Learning Systems18 citations
Semantic Scholar
An Extendable, Efficient and Effective Transformer-based Object Detector
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani +4 more
2022arXiv.org16 citations Open access
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Grounding World Simulation Models in a Real-World Metropolis
Junyoung Seo, Hyunwook Choi, Min-Joon Kwon, Jinhyeok Choi +9 more
2026arXiv.org15 citations
Semantic Scholar
TL-ADA: Transferable Loss-based Active Domain Adaptation
Kyeongtak Han, Youngeun Kim, Dongyoon Han, Hojun Lee +1 more
2023Neural Networks14 citations
Semantic Scholar
On-Policy Delta Distillation
Byeongho Heo, Jaehui Hwang, Sangdoo Yun, Dongyoon Han
2026arXiv.org13 citations
Semantic Scholar
What Defines Good Reasoning in LLMs? Dissecting Reasoning Steps with Multi-Aspect Evaluation
Heejin Do, Jaehui Hwang, Dongyoon Han, Seong Joon Oh +1 more
2025arXiv.org10 citations
Semantic Scholar
NegMerge: Sign-Consensual Weight Merging for Machine Unlearning
Hyoseo Kim, Dongyoon Han, Junsuk Choe
2024International Conference on Machine Learning9 citations
Semantic Scholar
Learning Features with Parameter-Free Layers
Dongyoon Han, Y. Yoo, Beomyoung Kim, Byeongho Heo
2022International Conference on Learning Representations9 citations
Semantic Scholar
Detecting and Removing Text in the Wild
Junho Cho, Sangdoo Yun, Dongyoon Han, Byeongho Heo +1 more
2021IEEE Access9 citations Open access
Semantic Scholar
Frequency Selective Augmentation for Video Representation Learning
Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han +2 more
2022AAAI Conference on Artificial Intelligence8 citations Open access
Semantic Scholar
Can We Find Strong Lottery Tickets in Generative Models?
Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn, Dongyoon Han +1 more
2022AAAI Conference on Artificial Intelligence8 citations Open access
Semantic Scholar
Retrieve, Don't Retrain: Extending Vision Language Action Models to New Tasks at Test Time
Jeongeun Park, Juhan Park, Taekyung Kim, Sungjoon Choi +3 more
2026arXiv.org7 citations
Semantic Scholar
Peri-LN: Revisiting Layer Normalization in the Transformer Architecture
Jeonghoon Kim, Byeongchan Lee, Cheonbok Park, Yeontaek Oh +6 more
2025arXiv.org7 citations
Semantic Scholar
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
Jung Hyun Lee, J. Yang, Byeongho Heo, Dongyoon Han +3 more
2024International Conference on Learning Representations7 citations
Semantic Scholar
Similarity of Neural Architectures Using Adversarial Attack Transferability
Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park +2 more
2022European Conference on Computer Vision7 citations Open access
Semantic Scholar
Verification-Aware Training for Speculative Decoding
Geonmo Gu, Byeongho Heo, HeeJae Jun, Yoohoon Kang +3 more
20266 citations
Semantic Scholar
RL makes MLLMs see better than SFT
Jun-Ha Song, Sangdoo Yun, Dongyoon Han, Jaegul Choo +1 more
2025arXiv.org5 citations
Semantic Scholar