1 code implementation • 7 May 2024 • Elias Abad Rocamora, Yongtao Wu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
Adversarial attacks in Natural Language Processing apply perturbations in the character or token levels.
no code implementations • 19 Mar 2024 • Yongtao Wu, Fanghui Liu, Carl-Johann Simon-Gabriel, Grigorios G Chrysos, Volkan Cevher
Recent developments in neural architecture search (NAS) emphasize the significance of considering robust architectures against malicious data.
no code implementations • 16 Sep 2022 • Yongtao Wu, Zhenyu Zhu, Fanghui Liu, Grigorios G Chrysos, Volkan Cevher
Neural tangent kernel (NTK) is a powerful tool to analyze training dynamics of neural networks and their generalization bounds.
no code implementations • 14 Jun 2022 • Yongtao Wu, Grigorios G Chrysos, Volkan Cevher
Our models can encourage the systematic design of other efficient architectures on the complex field.