Heo, Byeongho

31 publications

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

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

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

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

ICLR 2024 Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance Giung Nam, Byeongho Heo, Juho Lee

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

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

ICCV 2023 SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage Song Park, Sanghyuk Chun, Byeongho Heo, Wonjae Kim, Sangdoo Yun

ICLR 2023 What Do Self-Supervised Vision Transformers Learn? Namuk Park, Wonjae Kim, Byeongho Heo, Taekyung Kim, Sangdoo Yun

ICML 2022 Improving Ensemble Distillation with Weight Averaging and Diversifying Perturbation Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee

CVPR 2022 Joint Global and Local Hierarchical Priors for Learned Image Compression Jun-Hyuk Kim, Byeongho Heo, Jong-Seok Lee

ECCV 2022 K-Centered Patch Sampling for Efficient Video Recognition Seong Hyeon Park, Jihoon Tack, Byeongho Heo, Jung-Woo Ha, Jinwoo Shin

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

CVPR 2022 The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi

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

AAAI 2021 Show, Attend and Distill: Knowledge Distillation via Attention-Based Feature Matching Mingi Ji, Byeongho Heo, Sungrae Park

AAAI 2019 Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi

AAAI 2019 Knowledge Distillation with Adversarial Samples Supporting Decision Boundary Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi

AAAI 2019 Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi

ECCVW 2018 VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results Longyin Wen, Pengfei Zhu, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Chenfeng Liu, Hao Cheng, Xiaoyu Liu, Wenya Ma, Qinqin Nie, Haotian Wu, Lianjie Wang, Asanka G. Perera, Baochang Zhang, Byeongho Heo, Chunlei Liu, Dongdong Li, Emmanouil Michail, Hanlin Chen, Hao Liu, Haojie Li, Ioannis Kompatsiaris, Jian Cheng, Jiaqing Fan, Jie Zhang, Jin Young Choi, Jing Li, Jinyu Yang, Jongwon Choi, Juanping Zhao, Jungong Han, Kaihua Zhang, Kaiwen Duan, Ke Song, Konstantinos Avgerinakis, Kyuewang Lee, Lu Ding, Martin Lauer, Panagiotis Giannakeris, Peizhen Zhang, Qiang Wang, Qianqian Xu, Qingming Huang, Qingshan Liu, Robert Laganière, Ruixin Zhang, Sangdoo Yun, Shengyin Zhu, Sihang Wu, Stefanos Vrochidis, Wei Tian, Wei Zhang, Weidong Chen, Weiming Hu, Wenhao Wang, Wenhua Zhang, Wenrui Ding, Xiaohao He, Xiaotong Li, Xin Zhang, Xinbin Luo, Xixi Hu, Yang Meng, Yangliu Kuai, Yanyun Zhao, Yaxuan Li, Yifan Yang, Yifan Zhang, Yong Wang, Yuankai Qi, Zhipeng Deng, Zhiqun He

ICCV 2013 Initialization-Insensitive Visual Tracking Through Voting with Salient Local Features Kwang Moo Yi, Hawook Jeong, Byeongho Heo, Hyung Jin Chang, Jin Young Choi