On the Effect of Training Convolution Neural Network for Millimeter-Wave Radar-Based Hand Gesture Recognition. - Kang Zhang 008; Shengchang Lan; Guiyuan Zhang (Sensors, 2021)

Investigating Top-k White-Box and Transferable Black-box Attack. - Chaoning Zhang; Philipp Benz; Adil Karjauv; Jae-Won Cho; Kang Zhang 008; In So Kweon (CVPR, 2022)

Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo. - Chaoning Zhang; Kang Zhang 008; Trung X. Pham; Axi Niu; Zhinan Qiao; Chang D. Yoo; In So Kweon (CVPR, 2022)

Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness. - Chaoning Zhang; Kang Zhang 008; Chenshuang Zhang; Axi Niu; Jiu Feng; Chang D. Yoo; In So Kweon (ECCV (30), 2022)

How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning. - Chaoning Zhang; Kang Zhang 008; Chenshuang Zhang; Trung X. Pham; Chang D. Yoo; In So Kweon (ICLR, 2022)

Noise Augmentation Is All You Need For FGSM Fast Adversarial Training: Catastrophic Overfitting And Robust Overfitting Require Different Augmentation. - Chaoning Zhang; Kang Zhang 008; Axi Niu; Chenshuang Zhang; Jiu Feng; Chang D. Yoo; In So Kweon (CoRR, 2022)

Understanding and Improving Group Normalization. - Agus Gunawan; Xu Yin; Kang Zhang 008 (CoRR, 2022)

A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond. - Chaoning Zhang; Chenshuang Zhang; Junha Song; John Seon Keun Yi; Kang Zhang 008; In So Kweon (CoRR, 2022)

On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning. - Trung X. Pham; Chaoning Zhang; Axi Niu; Kang Zhang 008; Chang D. Yoo (CoRR, 2022)

Self-Supervised Visual Representation Learning via Residual Momentum. - Trung X. Pham; Axi Niu; Kang Zhang 008; Sultan Rizky Hikmawan Madjid; Ji Woo Hong; Daehyeok Kim; Joshua Tian Jin Tee; Chang D. Yoo (CoRR, 2022)

CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-Resolution. - Axi Niu; Kang Zhang 008; Trung X. Pham; Jinqiu Sun; Yu Zhu 004; In So Kweon; Yanning Zhang 001 (ICIP, 2023)

Self-Supervised Visual Representation Learning via Residual Momentum. - Trung Xuan Pham; Axi Niu; Kang Zhang 008; Joshua Tian Jin Tee; Ji Woo Hong; Chang D. Yoo (IEEE Access, 2023)

ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution. - Axi Niu; Trung Xuan Pham; Kang Zhang 008; Jinqiu Sun; Yu Zhu 004; In So Kweon; Yanning Zhang 001 (CoRR, 2023)

DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution. - Axi Niu; Kang Zhang 008; Joshua Tian Jin Tee; Trung X. Pham; Jinqiu Sun; Chang D. Yoo; In So Kweon; Yanning Zhang 001 (CoRR, 2023)

BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. - Hee Suk Yoon; Eunseop Yoon; Joshua Tian Jin Tee; Kang Zhang 008; Yu-Jung Heo; Du-Seong Chang; Chang D. Yoo (ECCV (31), 2024)

Cross-view Masked Diffusion Transformers for Person Image Synthesis. - Trung X. Pham; Kang Zhang 008; Chang D. Yoo (ICML, 2024)

Physics Informed Distillation for Diffusion Models. - Joshua Tian Jin Tee; Kang Zhang 008; Hee Suk Yoon; Dhananjaya N. Gowda; Chanwoo Kim 001; Chang D. Yoo (Trans. Mach. Learn. Res., 2024)

Towards Understanding Dual BN In Hybrid Adversarial Training. - Chenshuang Zhang; Chaoning Zhang; Kang Zhang 008; Axi Niu; Junmo Kim 002; In So Kweon (Trans. Mach. Learn. Res., 2024)

ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution. - Axi Niu; Trung X. Pham; Kang Zhang 008; Jinqiu Sun; Yu Zhu 004; Qingsen Yan; In So Kweon; Yanning Zhang 001 (IEEE Trans. Broadcast., 2024)

E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization. - Trung X. Pham; Kang Zhang 008; Ji Woo Hong; Xuran Zheng; Chang D. Yoo (CoRR, 2025)

Learning From Multi-Perception Features for Real-Word Image Super-Resolution. - Axi Niu; Kang Zhang 008; Trung Xuan Pham; Pei Wang; Jinqiu Sun; In So Kweon; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)