Byeongho Heo

79 papers A* 22B 3Journal 45Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model.
CoRR
Geonmo Gu, Byeongho Heo, Jaemyung Yu, Jaehui Hwang, Taekyung Kim, Sangmin Lee, HeeJae Jun, Yoohoon Kang, Sangdoo Yun, Dongyoon Han
2026 J jnl
Oops, Wait: Token-Level Signals as a Lens into LLM Reasoning.
CoRR
Jaehui Hwang, Dongyoon Han, Sangdoo Yun, Byeongho Heo
2026 J jnl
VisualScratchpad: Inference-time Visual Concepts Analysis in Vision Language Models.
CoRR
Hyesu Lim, Jinho Choi, Taekyung Kim, Byeongho Heo, Jaegul Choo, Dongyoon Han
2025 J jnl
DNNs May Determine Major Properties of Their Outputs Early, with Timing Possibly Driven by Bias.
CoRR
Song Park, Sanghyuk Chun, Byeongho Heo, Dongyoon Han
2025 J jnl
Exploring Conditions for Diffusion models in Robotic Control.
CoRR
Heeseong Shin, Byeongho Heo, Dongyoon Han, Seungryong Kim, Taekyung Kim
2025 J jnl
Improving ViT interpretability with patch-level mask prediction.
Pattern Recognit. Lett.
Junyong Kang, Byeongho Heo, Junsuk Choe
2025 J jnl
MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation.
Trans. Mach. Learn. Res.
Minhyun Lee, Seungho Lee, Song Park, Dongyoon Han, Byeongho Heo, Hyunjung Shim
2025 A* conf
Masking meets Supervision: A Strong Learning Alliance.
CVPR
Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han
2025 A* conf
Morphing Tokens Draw Strong Masked Image Models.
ICLR
Taekyung Kim, Byeongho Heo, Dongyoon Han
2025 J jnl
RL makes MLLMs see better than SFT.
CoRR
Junha Song, Sangdoo Yun, Dongyoon Han, Jaegul Choo, Byeongho Heo
2025 J jnl
Token Bottleneck: One Token to Remember Dynamics.
CoRR
Taekyung Kim, Dongyoon Han, Byeongho Heo, Jeongeun Park, Sangdoo Yun
2025 A* conf
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models.
ICLR
Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kyungsu Kim, Eunho Yang, Kang Min Yoo
2024 — conf
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs.
ECCV (3)
Donghyun Kim, Byeongho Heo, Dongyoon Han
2024 J jnl
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs.
CoRR
Donghyun Kim, Byeongho Heo, Dongyoon Han
2024 — conf
Learning with Unmasked Tokens Drives Stronger Vision Learners.
ECCV (34)
Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han
2024 A* conf
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance.
ICLR
Giung Nam, Byeongho Heo, Juho Lee
2024 J jnl
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance.
CoRR
Giung Nam, Byeongho Heo, Juho Lee
2024 J jnl
MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation.
CoRR
Minhyun Lee, Seungho Lee, Song Park, Dongyoon Han, Byeongho Heo, Hyunjung Shim
2024 J jnl
Masked Image Modeling via Dynamic Token Morphing.
CoRR
Taekyung Kim, Dongyoon Han, Byeongho Heo
2024 — conf
Match Me If You Can: Semi-supervised Semantic Correspondence Learning with Unpaired Images.
ACCV (6)
Jiwon Kim, Byeongho Heo, Sangdoo Yun, Seungryong Kim, Dongyoon Han
2024 — conf
Rotary Position Embedding for Vision Transformer.
ECCV (10)
Byeongho Heo, Song Park, Dongyoon Han, Sangdoo Yun
2024 J jnl
Rotary Position Embedding for Vision Transformer.
CoRR
Byeongho Heo, Song Park, Dongyoon Han, Sangdoo Yun
2024 — conf
SeiT++: Masked Token Modeling Improves Storage-Efficient Training.
ECCV (28)
Minhyun Lee, Song Park, Byeongho Heo, Dongyoon Han, Hyunjung Shim
2024 — conf
Similarity of Neural Architectures Using Adversarial Attack Transferability.
ECCV (68)
Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee
2024 J jnl
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models.
CoRR
Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kang Min Yoo
2023 J jnl
Augmenting Sub-model to Improve Main Model.
CoRR
Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han
2023 J jnl
Forging Tokens for Improved Storage-efficient Training.
CoRR
Minhyun Lee, Song Park, Byeongho Heo, Dongyoon Han, Hyunjung Shim
2023 J jnl
Longer-range Contextualized Masked Autoencoder.
CoRR
Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han
2023 J jnl
Match me if you can: Semantic Correspondence Learning with Unpaired Images.
CoRR
Jiwon Kim, Byeongho Heo, Sangdoo Yun, Seungryong Kim, Dongyoon Han
2023 A* conf
Scratching Visual Transformer's Back with Uniform Attention.
ICCV
Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han, Seong Joon Oh, Tae-Hyun Oh
2023 A* conf
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage.
ICCV
Song Park, Sanghyuk Chun, Byeongho Heo, Wonjae Kim, Sangdoo Yun
2023 J jnl
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage.
CoRR
Song Park, Sanghyuk Chun, Byeongho Heo, Wonjae Kim, Sangdoo Yun
2023 A* conf
What Do Self-Supervised Vision Transformers Learn?
ICLR
Namuk Park, Wonjae Kim, Byeongho Heo, Taekyung Kim, Sangdoo Yun
2023 J jnl
What Do Self-Supervised Vision Transformers Learn?
CoRR
Namuk Park, Wonjae Kim, Byeongho Heo, Taekyung Kim, Sangdoo Yun
2022 J jnl
An Extendable, Efficient and Effective Transformer-based Object Detector.
CoRR
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang
2022 J jnl
Group Generalized Mean Pooling for Vision Transformer.
CoRR
Byungsoo Ko, Han-Gyu Kim, Byeongho Heo, Sangdoo Yun, Sanghyuk Chun, Geonmo Gu, Wonjae Kim
2022 A* conf
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation.
ICML
Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee
2022 J jnl
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation.
CoRR
Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee
2022 A* conf
Joint Global and Local Hierarchical Priors for Learned Image Compression.
CVPR
Jun-Hyuk Kim, Byeongho Heo, Jong-Seok Lee
2022 — conf
K-centered Patch Sampling for Efficient Video Recognition.
ECCV (35)
Seong Hyeon Park, Jihoon Tack, Byeongho Heo, Jung-Woo Ha, Jinwoo Shin
2022 A* conf
Learning Features with Parameter-Free Layers.
ICLR
Dongyoon Han, Young Joon Yoo, Beomyoung Kim, Byeongho Heo
2022 J jnl
Learning Features with Parameter-Free Layers.
CoRR
Dongyoon Han, Young Joon Yoo, Beomyoung Kim, Byeongho Heo
2022 J jnl
Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks.
IEEE Trans. Neural Networks Learn. Syst.
Youngmin Ro, Jongwon Choi, Byeongho Heo, Jin Young Choi
2022 J jnl
Scratching Visual Transformer's Back with Uniform Attention.
CoRR
Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han, Seong Joon Oh, Tae-Hyun Oh
2022 J jnl
Similarity of Neural Architectures Based on Input Gradient Transferability.
CoRR
Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee
2022 A* conf
The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification.
CVPR
Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi
2022 A* conf
ViDT: An Efficient and Effective Fully Transformer-based Object Detector.
ICLR
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang
2021 A* conf
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights.
ICLR
Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha
2021 J jnl
Detecting and Removing Text in the Wild.
IEEE Access
Junho Cho, Sangdoo Yun, Dongyoon Han, Byeongho Heo, Jin Young Choi
2021 J jnl
Joint Global and Local Hierarchical Priors for Learned Image Compression.
CoRR
Jun-Hyuk Kim, Byeongho Heo, Jong-Seok Lee
2021 J jnl
Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles.
Mach. Vis. Appl.
Kyuewang Lee, Hyung Jin Chang, Jongwon Choi, Byeongho Heo, Ales Leonardis, Jin Young Choi
2021 A* conf
Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels.
CVPR
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun
2021 J jnl
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels.
CoRR
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun
2021 A* conf
Rethinking Channel Dimensions for Efficient Model Design.
CVPR
Dongyoon Han, Sangdoo Yun, Byeongho Heo, Youngjoon Yoo
2021 A* conf
Rethinking Spatial Dimensions of Vision Transformers.
ICCV
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh
2021 J jnl
Rethinking Spatial Dimensions of Vision Transformers.
CoRR
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh
2021 A* conf
Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching.
AAAI
Mingi Ji, Byeongho Heo, Sungrae Park
2021 J jnl
Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching.
CoRR
Mingi Ji, Byeongho Heo, Sungrae Park
2021 J jnl
The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification.
CoRR
Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi
2021 J jnl
ViDT: An Efficient and Effective Fully Transformer-based Object Detector.
CoRR
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang
2020 J jnl
Filter Pruning and Re-Initialization via Latent Space Clustering.
IEEE Access
Seunghyun Lee, Byeongho Heo, Jung-Woo Ha, Byung Cheol Song
2020 J jnl
ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network.
CoRR
Dongyoon Han, Sangdoo Yun, Byeongho Heo, Young Joon Yoo
2020 J jnl
Slowing Down the Weight Norm Increase in Momentum-based Optimizers.
CoRR
Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Youngjung Uh, Jung-Woo Ha
2020 J jnl
VideoMix: Rethinking Data Augmentation for Video Classification.
CoRR
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Jinhyung Kim
2019 A* conf
A Comprehensive Overhaul of Feature Distillation.
ICCV
Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi
2019 J jnl
A Comprehensive Overhaul of Feature Distillation.
CoRR
Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi
2019 J jnl
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification.
CoRR
Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi
2019 A* conf
Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification.
AAAI
Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi
2019 A* conf
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary.
AAAI
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
2019 A* conf
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons.
AAAI
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
2018 J jnl
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary.
CoRR
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
2018 J jnl
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons.
CoRR
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
2018 J jnl
Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space.
Pattern Recognit. Lett.
Jongin Lim, Youngjoon Yoo, Byeongho Heo, Jin Young Choi
2018 — conf
VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results.
ECCV Workshops (5)
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
2017 B conf
Appearance and motion based deep learning architecture for moving object detection in moving camera.
ICIP
Byeongho Heo, Kimin Yun, Jin Young Choi
2017 B conf
Deep learning architecture for pedestrian 3-D localization and tracking using multiple cameras.
ICIP
Kikyung Kim, Byeongho Heo, Moonsub Byeon, Jin Young Choi
2014 B conf
Self-Organizing Cascaded Structure of Deformable Part Models for Fast Object Detection.
ICPR
Sangdoo Yun, Hawook Jeong, Woo-Sung Kang, Byeongho Heo, Jin Young Choi
2014 — conf
Weighted Pooling Based on Visual Saliency for Image Classification.
ISVC (1)
Byeongho Heo, Hawook Jeong, Jiyun Kim, Sang-Il Choi, Jin Young Choi
2013 A* conf
Initialization-Insensitive Visual Tracking through Voting with Salient Local Features.
ICCV
Kwang Moo Yi, Hawook Jeong, Byeongho Heo, Hyung Jin Chang, Jin Young Choi