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Yiwei Lu
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Few-shot scene-adaptive anomaly detection
Y Lu, F Yu, MKK Reddy, Y Wang
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
1782020
Future frame prediction using convolutional vrnn for anomaly detection
Y Lu, KM Kumar, S shahabeddin Nabavi, Y Wang
2019 16th IEEE International Conference on Advanced Video and Signal Based …, 2019
1412019
Structure learning with similarity preserving
Z Kang, X Lu, Y Lu, C Peng, W Chen, Z Xu
Neural Networks 129, 138-148, 2020
442020
Similarity learning via kernel preserving embedding
Z Kang, Y Lu, Y Su, C Li, Z Xu
proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4057-4064, 2019
402019
AdaCrowd: Unlabeled scene adaptation for crowd counting
MKK Reddy, M Rochan, Y Lu, Y Wang
IEEE Transactions on Multimedia 24, 1008-1019, 2021
312021
Indiscriminate data poisoning attacks on neural networks
Y Lu, G Kamath, Y Yu
Transaction on Machine Learning Research, 2022
24*2022
Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks
Y Lu, G Kamath, Y Yu
Fortieth International Conference on Machine Learning (ICML 2023), 2023
18*2023
Machine unlearning fails to remove data poisoning attacks
M Pawelczyk, JZ Di, Y Lu, G Kamath, A Sekhari, S Neel
arXiv preprint arXiv:2406.17216, 2024
112024
Cm-gan: Stabilizing gan training with consistency models
H Lu, Y Lu, D Jiang, SR Szabados, S Sun, Y Yu
ICML 2023 Workshop on Structured Probabilistic Inference {\&} Generative …, 2023
92023
-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning
Y Lu, G Zhang, S Sun, H Guo, Y Yu
Transaction on Machine Learning Research, 2024
7*2024
Disguised Copyright Infringement of Latent Diffusion Models
Y Lu, MYR Yang, Z Liu, G Kamath, Y Yu
ICML 2024, 2024
42024
Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors
Y Lu, MYR Yang, G Kamath, Y Yu
2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 327-343, 2024
32024
Homoglyph attack detection with unpaired data
Y Lu, MK K, N Mohammed, Y Wang
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 377-382, 2019
32019
Understanding neural network binarization with forward and backward proximal quantizers
Y Lu, Y Yu, X Li, V Partovi Nia
Advances in Neural Information Processing Systems 36, 2024
22024
Anomaly detection in surveillance videos using deep learning
Y Lu
22020
Semantic segmentation in compressed videos
A Li, Y Lu, Y Wang
2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP …, 2019
22019
BridgePure: Revealing the Fragility of Black-box Data Protection
Y Wang, Y Lu, XS Gao, G Kamath, Y Yu
arXiv preprint arXiv:2412.21061, 2024
2024
Alignment Calibration: Machine Unlearning for Contrastive Learning under Auditing
Y Wang, Y Lu, G Zhang, F Boenisch, A Dziedzic, Y Yu, XS Gao
arXiv preprint arXiv:2406.03603, 2024
2024
On the Robustness of Neural Networks Quantization against Data Poisoning Attacks
Y Lu, Y Wang, G Zhang, Y Yu
ICML 2024 Next Generation of AI Safety Workshop, 2024
2024
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