Non-uniform motion deblurring with blurry component divided guidance. - Pei Wang; Wei Sun 036; Qingsen Yan; Axi Niu; Rui Li 013; Yu Zhu 004; Jinqiu Sun; Yanning Zhang 001 (Pattern Recognit., 2021)

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)

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)

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)

MS2Net: Multi-Scale and Multi-Stage Feature Fusion for Blurred Image Super-Resolution. - Axi Niu; Yu Zhu 004; Chaoning Zhang; Jinqiu Sun; Pei Wang; In So Kweon; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 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)

MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation. - Fei Pan; Xu Yin; Seokju Lee; Axi Niu; Sung-Eui Yoon; In So Kweon (CVPR Workshops, 2024)

Multiple Object Tracking Based on Occlusion-Aware Embedding Consistency Learning. - Yaoqi Hu; Axi Niu; Yu Zhu 004; Qingsen Yan; Jinqiu Sun; Yanning Zhang 001 (ICASSP, 2024)

Dynamic center point learning for multiple object tracking under Severe occlusions. - Yaoqi Hu; Axi Niu; Jinqiu Sun; Yu Zhu 004; Qingsen Yan; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Knowl. Based Syst., 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)

GRAN: ghost residual attention network for single image super resolution. - Axi Niu; Pei Wang; Yu Zhu 004; Jinqiu Sun; Qingsen Yan; Yanning Zhang 001 (Multim. Tools Appl., 2024)

KGSR: A kernel guided network for real-world blind super-resolution. - Qingsen Yan; Axi Niu; Chaoqun Wang; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Pattern Recognit., 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)

Redundant-Coded Masked Grid Pattern for Full-Sky Star Identification. - Jiawen Liao; Xin Wei; Axi Niu; Yanning Zhang 001; In So Kweon; Chun Qi (IEEE Trans. Aerosp. Electron. Syst., 2024)

Enhancing the noise robustness of sparse-form patches for image denoising. - Xin Ge; Liping Qi; Yu Zhu 004; Wei Sun 036; Axi Niu; Qingsen Yan; Jinqiu Sun; Yanning Zhang 001 (Knowl. Based Syst., 2025)

A multi-scale feature cross-dimensional interaction network for stereo image super-resolution. - Jingcheng Zhang; Yu Zhu 004; Shengjun Peng; Axi Niu; Qingsen Yan; Jinqiu Sun; Yanning Zhang 001 (Multim. Syst., 2025)

Modeling optical imaging pipeline and learning contrastive-based representation for hybrid-corrupted image restoration. - Chenyuan Zhao; Yu Zhu 004; Qingsen Yan; Jinqiu Sun; Axi Niu; Yanning Zhang 001 (Multim. Syst., 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)

Inter-view dual-domain guided stable diffusion for real-world stereo image super-resolution. - Jingcheng Zhang; Yu Zhu; Axi Niu; Jinqiu Sun; Yanning Zhang (Expert Syst. Appl., 2026)