Axi Niu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 26

Top Topics

Diffusion Model

Multiple Object Tracking

Single Image Super Resolution

Visual Representation

Top Venues

Pattern Recognit.

Publications

Chenshuang Zhang, Chaoning Zhang, Kang Zhang, Axi Niu, Junmo Kim, In So Kweon
Towards Understanding Dual BN In Hybrid Adversarial Training. CoRR (2024)
Yaoqi Hu, Axi Niu, Yu Zhu, Qingsen Yan, Jinqiu Sun, Yanning Zhang
Multiple Object Tracking Based on Occlusion-Aware Embedding Consistency Learning. ICASSP (2024)
Jiawen Liao, Xin Wei, Axi Niu, Yanning Zhang, In So Kweon, Chun Qi
Redundant-Coded Masked Grid Pattern for Full-Sky Star Identification. IEEE Trans. Aerosp. Electron. Syst. 60 (4) (2024)
Axi Niu, Pei Wang, Yu Zhu, Jinqiu Sun, Qingsen Yan, Yanning Zhang
GRAN: ghost residual attention network for single image super resolution. Multim. Tools Appl. 83 (10) (2024)
Qingsen Yan, Axi Niu, Chaoqun Wang, Wei Dong, Marcin Wozniak, Yanning Zhang
KGSR: A kernel guided network for real-world blind super-resolution. Pattern Recognit. 147 (2024)
Yaoqi Hu, Axi Niu, Jinqiu Sun, Yu Zhu, Qingsen Yan, Wei Dong, Marcin Wozniak, Yanning Zhang
Dynamic center point learning for multiple object tracking under Severe occlusions. Knowl. Based Syst. 300 (2024)
Chenshuang Zhang, Chaoning Zhang, Kang Zhang, Axi Niu, Junmo Kim, In So Kweon
Towards Understanding Dual BN In Hybrid Adversarial Training. Trans. Mach. Learn. Res. 2024 (2024)
Axi Niu, Trung X. Pham, Kang Zhang, Jinqiu Sun, Yu Zhu, Qingsen Yan, In So Kweon, Yanning Zhang
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution. IEEE Trans. Broadcast. 70 (2) (2024)
Trung Xuan Pham, Axi Niu, Kang Zhang, Joshua Tian Jin Tee, Ji Woo Hong, Chang D. Yoo
Self-Supervised Visual Representation Learning via Residual Momentum. IEEE Access 11 (2023)
Axi Niu, Kang Zhang, Joshua Tian Jin Tee, Trung X. Pham, Jinqiu Sun, Chang D. Yoo, In So Kweon, Yanning Zhang
DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution. CoRR (2023)
Axi Niu, Trung Xuan Pham, Kang Zhang, Jinqiu Sun, Yu Zhu, In So Kweon, Yanning Zhang
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution. CoRR (2023)
Yaoqi Hu, Axi Niu, Yu Zhu, Qingsen Yan, Jinqiu Sun, Yanning Zhang
Multiple Object Tracking based on Occlusion-Aware Embedding Consistency Learning. CoRR (2023)
Axi Niu, Kang Zhang, Trung X. Pham, Jinqiu Sun, Yu Zhu, In So Kweon, Yanning Zhang
CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-Resolution. ICIP (2023)
Axi Niu, Pei Wang, Yu Zhu, Jinqiu Sun, Qingsen Yan, Yanning Zhang
GRAN: Ghost Residual Attention Network for Single Image Super Resolution. CoRR (2023)
Axi Niu, Kang Zhang, Trung X. Pham, Pei Wang, Jinqiu Sun, In So Kweon, Yanning Zhang
Learning from Multi-Perception Features for Real-Word Image Super-resolution. CoRR (2023)
Axi Niu, Kang Zhang, Trung X. Pham, Jinqiu Sun, Yu Zhu, In So Kweon, Yanning Zhang
CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-Resolution. CoRR (2023)
Chaoning Zhang, Kang Zhang, Trung X. Pham, Axi Niu, Zhinan Qiao, Chang D. Yoo, In So Kweon
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo. CVPR (2022)
Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Axi Niu, Jiu Feng, Chang D. Yoo, In So Kweon
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness. CoRR (2022)
Axi Niu, Yu Zhu, Chaoning Zhang, Jinqiu Sun, Pei Wang, In So Kweon, Yanning Zhang
MS2Net: Multi-Scale and Multi-Stage Feature Fusion for Blurred Image Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Chaoning Zhang, Kang Zhang, Trung X. Pham, Axi Niu, Zhinan Qiao, Chang D. Yoo, In So Kweon
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo. CoRR (2022)
Trung Pham, Chaoning Zhang, Axi Niu, Kang Zhang, Chang D. Yoo
On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning. CoRR (2022)
Trung X. Pham, Axi Niu, Kang Zhang, Sultan Rizky Hikmawan Madjid, Ji Woo Hong, Daehyeok Kim, Joshua Tian Jin Tee, Chang D. Yoo
Self-Supervised Visual Representation Learning via Residual Momentum. CoRR (2022)
Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Axi Niu, Jiu Feng, Chang D. Yoo, In So Kweon
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness. ECCV (30) (2022)
Chaoning Zhang, Kang Zhang, Axi Niu, Chenshuang Zhang, Jiu Feng, Chang D. Yoo, In So Kweon
Noise Augmentation Is All You Need For FGSM Fast Adversarial Training: Catastrophic Overfitting And Robust Overfitting Require Different Augmentation. CoRR (2022)
Pei Wang, Wei Sun, Qingsen Yan, Axi Niu, Rui Li, Yu Zhu, Jinqiu Sun, Yanning Zhang
Non-uniform Motion Deblurring with Blurry Component Divided Guidance. CoRR (2021)
Pei Wang, Wei Sun, Qingsen Yan, Axi Niu, Rui Li, Yu Zhu, Jinqiu Sun, Yanning Zhang
Non-uniform motion deblurring with blurry component divided guidance. Pattern Recognit. 120 (2021)