Axi Niu

According to our database, Axi Niu authored at least 24 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

2025

Learning From Multi-Perception Features for Real-Word Image Super-Resolution.

Axi Niu, Kang Zhang, Trung Xuan Pham, Pei Wang, Jinqiu Sun, In So Kweon, Yanning Zhang

IEEE Trans. Circuits Syst. Video Technol., July, 2025

Modeling optical imaging pipeline and learning contrastive-based representation for hybrid-corrupted image restoration.

Chenyuan Zhao, Yu Zhu, Qingsen Yan, Jinqiu Sun, Axi Niu, Yanning Zhang

Multim. Syst., June, 2025

A multi-scale feature cross-dimensional interaction network for stereo image super-resolution.

Jingcheng Zhang, Yu Zhu, Shengjun Peng, Axi Niu, Qingsen Yan, Jinqiu Sun, Yanning Zhang

Multim. Syst., April, 2025

Enhancing the noise robustness of sparse-form patches for image denoising.

Xin Ge, Liping Qi, Yu Zhu, Wei Sun, Axi Niu, Qingsen Yan, Jinqiu Sun, Yanning Zhang

Knowl. Based Syst., 2025

2024

Redundant-Coded Masked Grid Pattern for Full-Sky Star Identification.

Jiawen Liao, Xin Wei, Axi Niu, Yanning Zhang, In So Kweon, Chun Qi

IEEE Trans. Aerosp. Electron. Syst., August, 2024

ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution.

Axi Niu, Trung X. Pham, Kang Zhang, Jinqiu Sun, Yu Zhu, Qingsen Yan, In So Kweon, Yanning Zhang

IEEE Trans. Broadcast., June, 2024

KGSR: A kernel guided network for real-world blind super-resolution.

Qingsen Yan, Axi Niu, Chaoqun Wang, Wei Dong, Marcin Wozniak, Yanning Zhang

Pattern Recognit., March, 2024

GRAN: ghost residual attention network for single image super resolution.

Axi Niu, Pei Wang, Yu Zhu, Jinqiu Sun, Qingsen Yan, Yanning Zhang

Multim. Tools Appl., March, 2024

Towards Understanding Dual BN In Hybrid Adversarial Training.

Chenshuang Zhang, Chaoning Zhang, Kang Zhang, Axi Niu, Junmo Kim, In So Kweon

Trans. Mach. Learn. Res., 2024

Dynamic center point learning for multiple object tracking under Severe occlusions.

Yaoqi Hu, Axi Niu, Jinqiu Sun, Yu Zhu, Qingsen Yan, Wei Dong, Marcin Wozniak, Yanning Zhang

Knowl. Based Syst., 2024

Multiple Object Tracking Based on Occlusion-Aware Embedding Consistency Learning.

Yaoqi Hu, Axi Niu, Yu Zhu, Qingsen Yan, Jinqiu Sun, Yanning Zhang

Proceedings of the IEEE International Conference on Acoustics, 2024

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution.

Axi Niu, Kang Zhang, Joshua Tian Jin Tee, Trung X. Pham, Jinqiu Sun, Chang D. Yoo, In So Kweon, Yanning Zhang

CoRR, 2023

ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution.

Axi Niu, Trung Xuan Pham, Kang Zhang, Jinqiu Sun, Yu Zhu, In So Kweon, Yanning Zhang

CoRR, 2023

Self-Supervised Visual Representation Learning via Residual Momentum.

Trung Xuan Pham, Axi Niu, Kang Zhang, Joshua Tian Jin Tee, Ji Woo Hong, Chang D. Yoo

IEEE Access, 2023

CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-Resolution.

Axi Niu, Kang Zhang, Trung X. Pham, Jinqiu Sun, Yu Zhu, In So Kweon, Yanning Zhang

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

MS2Net: Multi-Scale and Multi-Stage Feature Fusion for Blurred Image Super-Resolution.

Axi Niu, Yu Zhu, Chaoning Zhang, Jinqiu Sun, Pei Wang, In So Kweon, Yanning Zhang

IEEE Trans. Circuits Syst. Video Technol., 2022

Self-Supervised Visual Representation Learning via Residual Momentum.

Trung X. Pham, Axi Niu, Kang Zhang, Sultan Rizky Hikmawan Madjid, Ji Woo Hong, Daehyeok Kim, Joshua Tian Jin Tee, Chang D. Yoo

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, Chang D. Yoo

CoRR, 2022

Noise Augmentation Is All You Need For FGSM Fast Adversarial Training: Catastrophic Overfitting And Robust Overfitting Require Different Augmentation.

Chaoning Zhang, Kang Zhang, Axi Niu, Chenshuang Zhang, Jiu Feng, Chang D. Yoo, In So Kweon

CoRR, 2022

Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness.

Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Axi Niu, Jiu Feng, Chang D. Yoo, In So Kweon

Proceedings of the Computer Vision - ECCV 2022, 2022

Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo.

Chaoning Zhang, Kang Zhang, Trung X. Pham, Axi Niu, Zhinan Qiao, Chang D. Yoo, In So Kweon

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Non-uniform motion deblurring with blurry component divided guidance.

Pei Wang, Wei Sun, Qingsen Yan, Axi Niu, Rui Li, Yu Zhu, Jinqiu Sun, Yanning Zhang

Pattern Recognit., 2021