발행물

전체 논문

216

131

Contrastive Vicinal Space for Unsupervised Domain Adaptation
Jaemin Na, Dongyoon Han, Hyung Jin Chang, Wonjun Hwang
European Conference on Computer Vision (ECCV), 2022

132

Donut: Document Understanding Transformer without OCR
Geewook Kim, Teakgyu Hong, Moonbin Yim, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park
European Conference on Computer Vision (ECCV), 2022

133

Time Is MattEr: Temporal Self-supervision for Video Transformers
Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin
International Conference on Machine Learning (ICML), 2022

134

Neural Architecture Search with Loss Flatness-aware Measure
Joonhyun Jeong, Joonsang Yu, Dongyoon Han, YoungJoon Yoo
International Conference on Machine Learning (ICML), Workshop on Dynamic Neural Networks, 2022

135

Loss-based Sequential Learning for Active Domain Adaptation
Kyeongtak Han, Youngeun Kim, Dongyoon Han, Sungeun Hong
arXiv preprint arXiv:2204.11665, 1970

136

An Extendable, Efficient, and Effective Transformer-based Object Detector
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang
arXiv preprint arXiv:2204.07962, 1970

137

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* (* corresponding author)
Conference on Computer Vision and Pattern Recognition (CVPR), 2022

138

Learning Features with Parameter-Free Layers
Dongyoon Han, YoungJoon Yoo, Beomyoung Kim, Byeongho Heo
International Conference on Learning Representations (ICLR), 2022

139

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
International Conference on Learning Representations (ICLR), 2022

140

Rethinking Spatial Dimensions of Vision Transformers
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh
International Conference on Computer Vision (ICCV), 2021