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Axi Niu
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Dual temperature helps contrastive learning without many negative samples: Towards understanding and simplifying moco
C Zhang, K Zhang, TX Pham, A Niu, Z Qiao, CD Yoo, IS Kweon
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
362022
Ms2net: Multi-scale and multi-stage feature fusion for blurred image super-resolution
A Niu, Y Zhu, C Zhang, J Sun, P Wang, IS Kweon, Y Zhang
IEEE Transactions on Circuits and Systems for Video Technology 32 (8), 5137-5150, 2022
252022
Decoupled adversarial contrastive learning for self-supervised adversarial robustness
C Zhang, K Zhang, C Zhang, A Niu, J Feng, CD Yoo, IS Kweon
European Conference on Computer Vision, 725-742, 2022
172022
Non-uniform motion deblurring with blurry component divided guidance
P Wang, W Sun, Q Yan, A Niu, R Li, Y Zhu, J Sun, Y Zhang
Pattern Recognition 120, 108082, 2021
142021
On the pros and cons of momentum encoder in self-supervised visual representation learning
T Pham, C Zhang, A Niu, K Zhang, CD Yoo
arXiv preprint arXiv:2208.05744, 2022
112022
Cdpmsr: Conditional diffusion probabilistic models for single image super-resolution
A Niu, K Zhang, TX Pham, J Sun, Y Zhu, IS Kweon, Y Zhang
2023 IEEE International Conference on Image Processing (ICIP), 615-619, 2023
102023
Self-supervised visual representation learning via residual momentum
TX Pham, A Niu, K Zhang, TJT Jin, JW Hong, CD Yoo
IEEE Access, 2023
52023
Self-supervised visual representation learning via residual momentum
TX Pham, A Niu, K Zhang, TJT Jin, JW Hong, CD Yoo
IEEE Access, 2023
52023
ACDMSR: Accelerated conditional diffusion models for single image super-resolution
A Niu, TX Pham, K Zhang, J Sun, Y Zhu, Q Yan, IS Kweon, Y Zhang
IEEE Transactions on Broadcasting, 2024
42024
GRAN: ghost residual attention network for single image super resolution
A Niu, P Wang, Y Zhu, J Sun, Q Yan, Y Zhang
Multimedia Tools and Applications 83 (10), 28505-28522, 2024
42024
Noise augmentation is all you need for FGSM fast adversarial training: Catastrophic overfitting and robust overfitting require different augmentation
C Zhang, K Zhang, A Niu, C Zhang, J Feng, CD Yoo, IS Kweon
arXiv e-prints, arXiv: 2202.05488, 2022
42022
KGSR: A kernel guided network for real-world blind super-resolution
Q Yan, A Niu, C Wang, W Dong, M Woźniak, Y Zhang
Pattern Recognition 147, 110095, 2024
32024
KGSR: A kernel guided network for real-world blind super-resolution
Q Yan, A Niu, C Wang, W Dong, M Woźniak, Y Zhang
Pattern Recognition 147, 110095, 2024
32024
Fast adversarial training with noise augmentation: A unified perspective on randstart and gradalign
A Niu, K Zhang, C Zhang, C Zhang, IS Kweon, CD Yoo, Y Zhang
arXiv preprint arXiv:2202.05488, 2022
32022
Learning from multi-perception features for real-word image super-resolution
A Niu, K Zhang, TX Pham, P Wang, J Sun, IS Kweon, Y Zhang
IEEE Transactions on Circuits and Systems for Video Technology, 2024
22024
A Closer Look at Dual Batch Normalization and Two-domain Hypothesis In Adversarial Training With Hybrid Samples
C Zhang, K Zhang, C Zhang, A Niu, CD Yoo, IS Kweon
12022
Multiple Object Tracking Based on Occlusion-Aware Embedding Consistency Learning
Y Hu, A Niu, Y Zhu, Q Yan, J Sun, Y Zhang
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Towards Understanding Dual BN In Hybrid Adversarial Training
C Zhang, C Zhang, K Zhang, A Niu, J Kim, IS Kweon
arXiv preprint arXiv:2403.19150, 2024
2024
Redundant-Coded Masked Grid Pattern for Full-sky Star Identification
J Liao, X Wei, A Niu, Y Zhang, I Kweon, C Qi
IEEE Transactions on Aerospace and Electronic Systems, 2024
2024
DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution
A Niu, K Zhang, JTJ Tee, TX Pham, J Sun, CD Yoo, IS Kweon, Y Zhang
arXiv preprint arXiv:2311.18508, 2023
2023
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학술자료 1–20