Dongyoon Han

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 72

Top Topics

Regularization Method

Document Understanding

Neural Architecture

Video Representation

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)
Dong-Hwan Jang, Sangdoo Yun, Dongyoon Han
Model Stock: All we need is just a few fine-tuned models. CoRR (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)
Wonjae Kim, Sanghyuk Chun, Taekyung Kim, Dongyoon Han, Sangdoo Yun
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts. CoRR (2024)
Minji Kim, Dongyoon Han, Taekyung Kim, Bohyung Han
Leveraging Temporal Contextualization for Video Action Recognition. CoRR (2024)
Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim
Frequency Selective Augmentation for Video Representation Learning. AAAI (2023)
Beomyoung Kim, Joonhyun Jeong, Dongyoon Han, Sung Ju Hwang
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation. CVPR (2023)
Jongbin Ryu, Dongyoon Han, Jongwoo Lim
Gramian Attention Heads are Strong yet Efficient Vision Learners. ICCV (2023)
Jaemin Na, Jung-Woo Ha, Hyung Jin Chang, Dongyoon Han, Wonjun Hwang
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation. NeurIPS (2023)
Dongyoon Han, Junsuk Choe, Seonghyeok Chun, John Joon Young Chung, Minsuk Chang, Sangdoo Yun, Jean Y. Song, Seong Joon Oh
Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts. ICCV (2023)
Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn, Dongyoon Han, Jaejun Yoo
Can We Find Strong Lottery Tickets in Generative Models? AAAI (2023)
Kyeongtak Han, Youngeun Kim, Dongyoon Han, Hojun Lee, Sungeun Hong
TL-ADA: Transferable Loss-based Active Domain Adaptation. Neural Networks 161 (2023)
Joonhyun Jeong, Joonsang Yu, Geondo Park, Dongyoon Han, Youngjoon Yoo
GeNAS: Neural Architecture Search with Better Generalization. IJCAI (2023)
Jiwon Kim, Byeongho Heo, Sangdoo Yun, Seungryong Kim, Dongyoon Han
Match me if you can: Semantic Correspondence Learning with Unpaired Images. CoRR (2023)
Joonhyun Jeong, Joonsang Yu, Geondo Park, Dongyoon Han, Youngjoon Yoo
GeNAS: Neural Architecture Search with Better Generalization. CoRR (2023)
Dahuin Jung, Dongyoon Han, Jihwan Bang, Hwanjun Song
Generating Instance-level Prompts for Rehearsal-free Continual Learning. ICCV (2023)
Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han
Longer-range Contextualized Masked Autoencoder. CoRR (2023)
Dongyoon Han, Junsuk Choe, Seonghyeok Chun, John Joon Young Chung, Minsuk Chang, Sangdoo Yun, Jean Y. Song, Seong Joon Oh
Neglected Free Lunch; Learning Image Classifiers Using Annotation Byproducts. CoRR (2023)
Minhyun Lee, Song Park, Byeongho Heo, Dongyoon Han, Hyunjung Shim
Forging Tokens for Improved Storage-efficient Training. CoRR (2023)
Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han
Augmenting Sub-model to Improve Main Model. CoRR (2023)
Beomyoung Kim, Joonhyun Jeong, Dongyoon Han, Sung Ju Hwang
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation. CoRR (2023)
Jongbin Ryu, Dongyoon Han, Jongwoo Lim
Gramian Attention Heads are Strong yet Efficient Vision Learners. 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)
Jaemin Na, Jung-Woo Ha, Hyung Jin Chang, Dongyoon Han, Wonjun Hwang
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation. 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)
Jaemin Na, Dongyoon Han, Hyung Jin Chang, Wonjun Hwang
Contrastive Vicinal Space for Unsupervised Domain Adaptation. ECCV (34) (2022)
Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park
OCR-Free Document Understanding Transformer. ECCV (28) (2022)
Kyeongtak Han, Youngeun Kim, Dongyoon Han, Sungeun Hong
Loss-based Sequential Learning for Active Domain Adaptation. CoRR (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)
Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn, Dongyoon Han, Jaejun Yoo
Can We Find Strong Lottery Tickets in Generative Models? CoRR (2022)
Dongyoon Han, Young Joon Yoo, Beomyoung Kim, Byeongho Heo
Learning Features with Parameter-Free Layers. ICLR (2022)
Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training? CVPR (2022)
Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training? CoRR (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)
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin
Time Is MattEr: Temporal Self-supervision for Video Transformers. CoRR (2022)
Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim
Spatiotemporal Augmentation on Selective Frequencies for Video Representation Learning. CoRR (2022)
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin
Time Is MattEr: Temporal Self-supervision for Video Transformers. ICML (2022)
Jaemin Na, Dongyoon Han, Hyung Jin Chang, Wonjun Hwang
Contrastive Vicinal Space for Unsupervised Domain Adaptation. CoRR (2021)
Junho Cho, Sangdoo Yun, Dongyoon Han, Byeongho Heo, Jin Young Choi
Detecting and Removing Text in the Wild. IEEE Access 9 (2021)
Junsuk Choe, Dongyoon Han, Sangdoo Yun, Jung-Woo Ha, Seong Joon Oh, Hyunjung Shim
Region-based dropout with attention prior for weakly supervised object localization. Pattern Recognit. 116 (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)
Geewook Kim, Teakgyu Hong, Moonbin Yim, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park
Donut: Document Understanding Transformer without OCR. 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. CVPR (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)
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)
Sanghyuk Chun, Seong Joon Oh, Sangdoo Yun, Dongyoon Han, Junsuk Choe, Youngjoon Yoo
An Empirical Evaluation on Robustness and Uncertainty of Regularization Methods. CoRR (2020)
Dongyoon Han, Sangdoo Yun, Byeongho Heo, Young Joon Yoo
ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network. CoRR (2020)
Yegang Lee, Heechul Jung, Dongyoon Han, Kyungsu Kim, Junmo Kim
Learning Receptive Field Size by Learning Filter Size. WACV (2019)
Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk Lee
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis. ICCV (2019)
Gayoung Lee, Dohyun Kim, Youngjoon Yoo, Dongyoon Han, Jung-Woo Ha, Jaehyuk Chang
Unpaired Sketch-to-Line Translation via Synthesis of Sketches. SIGGRAPH Asia Technical Briefs (2019)
Young Joon Yoo, Dongyoon Han, Sangdoo Yun
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse. CoRR (2019)
Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk Lee
What is wrong with scene text recognition model comparisons? dataset and model analysis. CoRR (2019)
Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Seong Joon Oh, Youngjoon Yoo, Junsuk Choe
CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features. ICCV (2019)
Youngmin Baek, Bado Lee, Dongyoon Han, Sangdoo Yun, Hwalsuk Lee
Character Region Awareness for Text Detection. CoRR (2019)
Sangdoo Yun, Dongyoon Han, Seong Joon Oh, Sanghyuk Chun, Junsuk Choe, Youngjoon Yoo
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features. CoRR (2019)
Youngmin Baek, Bado Lee, Dongyoon Han, Sangdoo Yun, Hwalsuk Lee
Character Region Awareness for Text Detection. CVPR (2019)
Sihyeon Seong, Yegang Lee, Youngwook Kee, Dongyoon Han, Junmo Kim
Towards Flatter Loss Surface via Nonmonotonic Learning Rate Scheduling. UAI (2018)
Dongyoon Han, Junmo Kim
Unified Simultaneous Clustering and Feature Selection for Unlabeled and Labeled Data. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Hyojin Park, Youngjoon Yoo, Geonseok Seo, Dongyoon Han, Sangdoo Yun, Nojun Kwak
Concentrated-Comprehensive Convolutions for lightweight semantic segmentation. CoRR (2018)
Jiwhan Kim, Dongyoon Han, Wonjun Hwang, Junmo Kim
3D face recognition via discriminative keypoint selection. URAI (2017)
Dongyoon Han, Jiwhan Kim, Junmo Kim
Deep Pyramidal Residual Networks. CVPR (2017)
Jiwhan Kim, Dongyoon Han, Yu-Wing Tai, Junmo Kim
Salient Region Detection via High-Dimensional Color Transform and Local Spatial Support. IEEE Trans. Image Process. 25 (1) (2016)
Dongyoon Han, Jiwhan Kim, Junmo Kim
Deep Pyramidal Residual Networks. CoRR (2016)
Jiwhan Kim, Dongyoon Han, Sungryull Sohn, Junmo Kim
Facial age estimation via extended curvature Gabor filter. ICIP (2015)
Dongyoon Han, Junmo Kim
Unsupervised Simultaneous Orthogonal basis Clustering Feature Selection. CVPR (2015)
Jiwhan Kim, Dongyoon Han, Yu-Wing Tai, Junmo Kim
Salient Region Detection via High-Dimensional Color Transform. CVPR (2014)