Proxymix: Proxy-based mixup training with label refinery for source-free domain adaptation Y Ding, L Sheng, J Liang, A Zheng, R He Neural Networks 167, 92-103, 2023 | 57 | 2023 |
A hard-to-beat baseline for training-free clip-based adaptation Z Wang, J Liang, L Sheng, R He, Z Wang, T Tan arXiv preprint arXiv:2402.04087, 2024 | 22 | 2024 |
Benchmarking test-time adaptation against distribution shifts in image classification Y Yu, L Sheng, R He, J Liang arXiv preprint arXiv:2307.03133, 2023 | 13 | 2023 |
Adaptguard: Defending against universal attacks for model adaptation L Sheng, J Liang, R He, Z Wang, T Tan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 7 | 2023 |
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Y Xu, J Liang, L Sheng, XY Zhang International Journal of Computer Vision, 1-18, 2024 | 3 | 2024 |
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Y Yu, L Sheng, R He, J Liang arXiv preprint arXiv:2407.15773, 2024 | 2 | 2024 |
Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization J Liang, L Sheng, Z Wang, R He, T Tan Forty-first International Conference on Machine Learning, 0 | 2 | |
Recent Advances in OOD Detection: Problems and Approaches S Lu, Y Wang, L Sheng, A Zheng, L He, J Liang arXiv preprint arXiv:2409.11884, 2024 | 1 | 2024 |
Unleashing the power of Neural Collapse for Transferability Estimation Y Ding, B Jiang, L Sheng, A Zheng, J Liang arXiv preprint arXiv:2310.05754, 2023 | 1 | 2023 |
Can We Trust the Unlabeled Target Data? Towards Backdoor Attack and Defense on Model Adaptation L Sheng, J Liang, R He, Z Wang, T Tan arXiv preprint arXiv:2401.06030, 2024 | | 2024 |
Self-training solutions for the ICCV 2023 GeoNet Challenge L Sheng, Z Wang, J Liang arXiv preprint arXiv:2311.16843, 2023 | | 2023 |
Supplementary Material AdaptGuard: Defending Against Universal Attacks for Model Adaptation L Sheng, J Liang, R He, Z Wang, T Tan | | |