Han, Dongyoon

44 publications

ICLR 2025 DaWin: Training-Free Dynamic Weight Interpolation for Robust Adaptation Changdae Oh, Yixuan Li, Kyungwoo Song, Sangdoo Yun, Dongyoon Han

TMLR 2025 MaskRIS: Semantic Distortion-Aware Data Augmentation for Referring Image Segmentation Minhyun Lee, Seungho Lee, Song Park, Dongyoon Han, Byeongho Heo, Hyunjung Shim

CVPR 2025 Masking Meets Supervision: A Strong Learning Alliance Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han

ICLR 2025 Morphing Tokens Draw Strong Masked Image Models Taekyung Kim, Byeongho Heo, Dongyoon Han

ICML 2025 NegMerge: Sign-Consensual Weight Merging for Machine Unlearning Hyo Seo Kim, Dongyoon Han, Junsuk Choe

ICML 2025 Peri-LN: Revisiting Normalization Layer in the Transformer Architecture Jeonghoon Kim, Byeongchan Lee, Cheonbok Park, Yeontaek Oh, Beomjun Kim, Taehwan Yoo, Seongjin Shin, Dongyoon Han, Jinwoo Shin, Kang Min Yoo

ICLRW 2025 Self-Supervised Visual State Representation Learning for Robotics from Dynamic Scenes Taekyung Kim, Dongyoon Han, Byeongho Heo, Jeongeun Park, Sangdoo Yun

NeurIPS 2025 Token Bottleneck: One Token to Remember Dynamics Taekyung Kim, Dongyoon Han, Byeongho Heo, Jeongeun Park, Sangdoo Yun

ICLR 2025 Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kyungsu Kim, Eunho Yang, Kang Min Yoo

NeurIPSW 2024 Adapting Foundation Models via Training-Free Dynamic Weight Interpolation Changdae Oh, Yixuan Li, Kyungwoo Song, Sangdoo Yun, Dongyoon Han

ECCV 2024 DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs DongHyun Kim, Byeongho Heo, Dongyoon Han

ECCV 2024 HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts Wonjae Kim, Sanghyuk Chun, Taekyung Kim, Dongyoon Han, Sangdoo Yun

ECCV 2024 Learning with Unmasked Tokens Drives Stronger Vision Learners Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han

ECCV 2024 Leveraging Temporal Contextualization for Video Action Recognition Minji Kim, Dongyoon Han, Taekyung Kim, Bohyung Han

ECCV 2024 Model Stock: All We Need Is Just a Few Fine-Tuned Models Dong-Hwan Jang, Sangdoo Yun, Dongyoon Han

NeurIPSW 2024 NegMerge: Consensual Weight Negation for Strong Machine Unlearning Hyoseo Kim, Dongyoon Han, Junsuk Choe

ECCV 2024 Rotary Position Embedding for Vision Transformer Byeongho Heo, Song Park, Dongyoon Han, Sangdoo Yun

ECCV 2024 SeiT++: Masked Token Modeling Improves Storage-Efficient Training Minhyun Lee, Song Park, Byeongho Heo, Dongyoon Han, Hyunjung Shim

ECCV 2024 Similarity of Neural Architectures Using Adversarial Attack Transferability Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee

NeurIPS 2024 Towards Calibrated Robust Fine-Tuning of Vision-Language Models Changdae Oh, Hyesu Lim, Mijoo Kim, Dongyoon Han, Sangdoo Yun, Jaegul Choo, Alexander Hauptmann, Zhi-Qi Cheng, Kyungwoo Song

AAAI 2023 Can We Find Strong Lottery Tickets in Generative Models? Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn, Dongyoon Han, Jaejun Yoo

AAAI 2023 Frequency Selective Augmentation for Video Representation Learning Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim

IJCAI 2023 GeNAS: Neural Architecture Search with Better Generalization Joonhyun Jeong, Joonsang Yu, Geondo Park, Dongyoon Han, Youngjoon Yoo

ICCV 2023 Generating Instance-Level Prompts for Rehearsal-Free Continual Learning Dahuin Jung, Dongyoon Han, Jihwan Bang, Hwanjun Song

ICCV 2023 Gramian Attention Heads Are Strong yet Efficient Vision Learners Jongbin Ryu, Dongyoon Han, Jongwoo Lim

ICCV 2023 Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts Dongyoon Han, Junsuk Choe, Seonghyeok Chun, John Joon Young Chung, Minsuk Chang, Sangdoo Yun, Jean Y. Song, Seong Joon Oh

ICCV 2023 Scratching Visual Transformer's Back with Uniform Attention Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han, Seong Joon Oh, Tae-Hyun Oh

NeurIPS 2023 Switching Temporary Teachers for Semi-Supervised Semantic Segmentation Jaemin Na, Jung-Woo Ha, Hyung Jin Chang, Dongyoon Han, Wonjun Hwang

CVPR 2023 The Devil Is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Beomyoung Kim, Joonhyun Jeong, Dongyoon Han, Sung Ju Hwang

ECCV 2022 Contrastive Vicinal Space for Unsupervised Domain Adaptation Jaemin Na, Dongyoon Han, Hyung Jin Chang, Wonjun Hwang

CVPR 2022 Demystifying the Neural Tangent Kernel from a Practical Perspective: Can It Be Trusted for Neural Architecture Search Without Training? Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon

ICLR 2022 Learning Features with Parameter-Free Layers Dongyoon Han, YoungJoon Yoo, Beomyoung Kim, Byeongho Heo

ECCV 2022 OCR-Free Document Understanding Transformer Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park

ICML 2022 Time Is MattEr: Temporal Self-Supervision for Video Transformers Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin

ICLR 2022 ViDT: An Efficient and Effective Fully Transformer-Based Object Detector Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang

ICLR 2021 AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-Invariant Weights Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha

CVPR 2021 Re-Labeling ImageNet: From Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun

CVPR 2021 Rethinking Channel Dimensions for Efficient Model Design Dongyoon Han, Sangdoo Yun, Byeongho Heo, YoungJoon Yoo

ICCV 2021 Rethinking Spatial Dimensions of Vision Transformers Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh

WACV 2019 Learning Receptive Field Size by Learning Filter Size Yegang Lee, Heechul Jung, Dongyoon Han, Kyungsu Kim, Junmo Kim

UAI 2018 Towards Flatter Loss Surface via Nonmonotonic Learning Rate Scheduling Sihyeon Seong, Yegang Lee, Youngwook Kee, Dongyoon Han, Junmo Kim

CVPR 2017 Deep Pyramidal Residual Networks Dongyoon Han, Jiwhan Kim, Junmo Kim

CVPR 2015 Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection Dongyoon Han, Junmo Kim

CVPR 2014 Salient Region Detection via High-Dimensional Color Transform Jiwhan Kim, Dongyoon Han, Yu-Wing Tai, Junmo Kim