Byeongho Heo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 57

Top Topics

Video Classification

Top Venues

Publications

Byeongho Heo, Song Park, Dongyoon Han, Sangdoo Yun
Rotary Position Embedding for Vision Transformer. CoRR (2024)
Taekyung Kim, Dongyoon Han, Byeongho Heo
Masked Image Modeling via Dynamic Token Morphing. CoRR (2024)
Giung Nam, Byeongho Heo, Juho Lee
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance. ICLR (2024)
Donghyun Kim, Byeongho Heo, Dongyoon Han
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs. CoRR (2024)
Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kang Min Yoo
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models. CoRR (2024)
Giung Nam, Byeongho Heo, Juho Lee
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance. CoRR (2024)
Song Park, Sanghyuk Chun, Byeongho Heo, Wonjae Kim, Sangdoo Yun
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage. CoRR (2023)
Jiwon Kim, Byeongho Heo, Sangdoo Yun, Seungryong Kim, Dongyoon Han
Match me if you can: Semantic Correspondence Learning with Unpaired Images. CoRR (2023)
Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han
Longer-range Contextualized Masked Autoencoder. CoRR (2023)
Minhyun Lee, Song Park, Byeongho Heo, Dongyoon Han, Hyunjung Shim
Forging Tokens for Improved Storage-efficient Training. CoRR (2023)
Namuk Park, Wonjae Kim, Byeongho Heo, Taekyung Kim, Sangdoo Yun
What Do Self-Supervised Vision Transformers Learn? ICLR (2023)
Song Park, Sanghyuk Chun, Byeongho Heo, Wonjae Kim, Sangdoo Yun
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage. ICCV (2023)
Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han
Augmenting Sub-model to Improve Main Model. CoRR (2023)
Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han, Seong Joon Oh, Tae-Hyun Oh
Scratching Visual Transformer's Back with Uniform Attention. ICCV (2023)
Namuk Park, Wonjae Kim, Byeongho Heo, Taekyung Kim, Sangdoo Yun
What Do Self-Supervised Vision Transformers Learn? CoRR (2023)
Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee
Similarity of Neural Architectures Based on Input Gradient Transferability. CoRR (2022)
Dongyoon Han, Young Joon Yoo, Beomyoung Kim, Byeongho Heo
Learning Features with Parameter-Free Layers. CoRR (2022)
Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han, Seong Joon Oh, Tae-Hyun Oh
Scratching Visual Transformer's Back with Uniform Attention. CoRR (2022)
Seong Hyeon Park, Jihoon Tack, Byeongho Heo, Jung-Woo Ha, Jinwoo Shin
K-centered Patch Sampling for Efficient Video Recognition. ECCV (35) (2022)
Jun-Hyuk Kim, Byeongho Heo, Jong-Seok Lee
Joint Global and Local Hierarchical Priors for Learned Image Compression. CVPR (2022)
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang
ViDT: An Efficient and Effective Fully Transformer-based Object Detector. ICLR (2022)
Dongyoon Han, Young Joon Yoo, Beomyoung Kim, Byeongho Heo
Learning Features with Parameter-Free Layers. ICLR (2022)
Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation. CoRR (2022)
Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi
The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification. CVPR (2022)
Youngmin Ro, Jongwon Choi, Byeongho Heo, Jin Young Choi
Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang
An Extendable, Efficient and Effective Transformer-based Object Detector. CoRR (2022)
Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation. ICML (2022)
Byungsoo Ko, Han-Gyu Kim, Byeongho Heo, Sangdoo Yun, Sanghyuk Chun, Geonmo Gu, Wonjae Kim
Group Generalized Mean Pooling for Vision Transformer. CoRR (2022)
Junho Cho, Sangdoo Yun, Dongyoon Han, Byeongho Heo, Jin Young Choi
Detecting and Removing Text in the Wild. IEEE Access 9 (2021)
Dongyoon Han, Sangdoo Yun, Byeongho Heo, Youngjoon Yoo
Rethinking Channel Dimensions for Efficient Model Design. CVPR (2021)
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang
ViDT: An Efficient and Effective Fully Transformer-based Object Detector. CoRR (2021)
Kyuewang Lee, Hyung Jin Chang, Jongwon Choi, Byeongho Heo, Ales Leonardis, Jin Young Choi
Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles. Mach. Vis. Appl. 32 (3) (2021)
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun
Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels. CVPR (2021)
Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi
The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification. CoRR (2021)
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh
Rethinking Spatial Dimensions of Vision Transformers. CoRR (2021)
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels. CoRR (2021)
Mingi Ji, Byeongho Heo, Sungrae Park
Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching. CoRR (2021)
Jun-Hyuk Kim, Byeongho Heo, Jong-Seok Lee
Joint Global and Local Hierarchical Priors for Learned Image Compression. CoRR (2021)
Mingi Ji, Byeongho Heo, Sungrae Park
Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching. AAAI (2021)
Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights. ICLR (2021)
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh
Rethinking Spatial Dimensions of Vision Transformers. ICCV (2021)
Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Youngjung Uh, Jung-Woo Ha
Slowing Down the Weight Norm Increase in Momentum-based Optimizers. CoRR (2020)
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Jinhyung Kim
VideoMix: Rethinking Data Augmentation for Video Classification. CoRR (2020)
Seunghyun Lee, Byeongho Heo, Jung-Woo Ha, Byung Cheol Song
Filter Pruning and Re-Initialization via Latent Space Clustering. IEEE Access 8 (2020)
Dongyoon Han, Sangdoo Yun, Byeongho Heo, Young Joon Yoo
ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network. CoRR (2020)
Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi
A Comprehensive Overhaul of Feature Distillation. ICCV (2019)
Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi
A Comprehensive Overhaul of Feature Distillation. CoRR (2019)
Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification. CoRR (2019)
Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi
Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification. AAAI (2019)
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons. AAAI (2019)
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary. AAAI (2019)
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons. CoRR (2018)
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary. CoRR (2018)
Jongin Lim, Youngjoon Yoo, Byeongho Heo, Jin Young Choi
Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space. Pattern Recognit. Lett. 112 (2018)
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
VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results. ECCV Workshops (5) (2018)
Kikyung Kim, Byeongho Heo, Moonsub Byeon, Jin Young Choi
Deep learning architecture for pedestrian 3-D localization and tracking using multiple cameras. ICIP (2017)
Byeongho Heo, Kimin Yun, Jin Young Choi
Appearance and motion based deep learning architecture for moving object detection in moving camera. ICIP (2017)
Byeongho Heo, Hawook Jeong, Jiyun Kim, Sang-Il Choi, Jin Young Choi
Weighted Pooling Based on Visual Saliency for Image Classification. ISVC (1) (2014)
Sangdoo Yun, Hawook Jeong, Woo-Sung Kang, Byeongho Heo, Jin Young Choi
Self-Organizing Cascaded Structure of Deformable Part Models for Fast Object Detection. ICPR (2014)
Kwang Moo Yi, Hawook Jeong, Byeongho Heo, Hyung Jin Chang, Jin Young Choi
Initialization-Insensitive Visual Tracking through Voting with Salient Local Features. ICCV (2013)