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Lijun Sheng
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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
572023
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
222024
Benchmarking test-time adaptation against distribution shifts in image classification
Y Yu, L Sheng, R He, J Liang
arXiv preprint arXiv:2307.03133, 2023
132023
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
72023
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
32024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay
Y Yu, L Sheng, R He, J Liang
arXiv preprint arXiv:2407.15773, 2024
22024
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
12024
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
12023
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
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