| How does simsiam avoid collapse without negative samples? a unified understanding with self-supervised contrastive learning C Zhang, K Zhang, C Zhang, TX Pham, CD Yoo, IS Kweon arXiv preprint arXiv:2203.16262, 2022 | 66 | 2022 |
| A survey on masked autoencoder for self-supervised learning in vision and beyond C Zhang, C Zhang, J Song, JSK Yi, K Zhang, IS Kweon arXiv preprint arXiv:2208.00173, 2022 | 56 | 2022 |
| 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 | 35 | 2022 |
| Investigating top-k white-box and transferable black-box attack C Zhang, P Benz, A Karjauv, JW Cho, K Zhang, IS Kweon Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 32 | 2022 |
| 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 | 16 | 2022 |
| Temporal-range-doppler features interpretation and recognition of hand gestures using MmW FMCW radar sensors G Zhang, S Lan, K Zhang, L Ye 2020 14th European conference on antennas and propagation (EuCAP), 1-4, 2020 | 13 | 2020 |
| 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 | 10 | 2023 |
| 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 | 10 | 2022 |
| On the effect of training convolution neural network for millimeter-wave radar-based hand gesture recognition K Zhang, S Lan, G Zhang Sensors 21 (1), 259, 2021 | 8 | 2021 |
| Self-supervised visual representation learning via residual momentum TX Pham, A Niu, K Zhang, TJT Jin, JW Hong, CD Yoo IEEE Access, 2023 | 5 | 2023 |
| 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 | 4 | 2022 |
| Mining spatio-temporal features from mmW radar echoes for hand gesture recognition Z Kang, L Shengchang, Z Guiyuan 2019 IEEE Asia-Pacific Microwave Conference (APMC), 93-95, 2019 | 4 | 2019 |
| 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 | 3 | 2024 |
| Understanding and improving group normalization A Gunawan, X Yin, K Zhang arXiv preprint arXiv:2207.01972, 2022 | 3 | 2022 |
| 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 | 3 | 2022 |
| How does Simsiam avoid collapse without negative samples? Towards a unified understanding of progress in SSL C Zhang, K Zhang, CD Yoo, IS Kweon The International Conference on Learning Representations, ICLR 2022, 2022 | 3 | 2022 |
| 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 | 2 | 2024 |
| Early Stop And Adversarial Training Yield Better surrogate Model: Very Non-Robust Features Harm Adversarial Transferability C Zhang, G Cho, P Benz, K Zhang, C Zhang, CH Youn, IS Kweon | 2 | 2021 |
| 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 | 1 | 2022 |
| Implementation of C4. 5 decision tree in Human Gesture Recognition based on Doppler radars G Zhang, K Zhang, Y Yun, G Lu, S Lan 2019 International Symposium on Antennas and Propagation (ISAP), 1-3, 2019 | 1 | 2019 |
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