Understanding Time Series Anomaly State Detection through One-Class Classification.
CoRR, 2024
White-box Multimodal Jailbreaks Against Large Vision-Language Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Understanding the Initial Condensation of Convolutional Neural Networks.
CoRR, 2023
Towards Understanding the Condensation of Neural Networks at Initial Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A variance principle explains why dropout finds flatter minima.
CoRR, 2021
Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training.
CoRR, 2021
Deep Frequency Principle Towards Understanding Why Deeper Learning Is Faster.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021