Dai, Sihui

1. Larimar: Large Language Models with Episodic Memory Control
   2024/03/18 by Payel Das, Das, Payel, Subhajit Chaudhury +21 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?
   2021/04/19 by Sehwag, Vikash, Mahloujifar, Saeed, Handina, Tinashe +4 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Neural Networks with Recurrent Generative Feedback
   2020/07/17 by Yujia Huang, Huang, Yujia, James Gornet +11 · 5 citations
   Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
4. Parameterizing Activation Functions for Adversarial Robustness
   2021/10/11 by Dai, Sihui, Mahloujifar, Saeed, Mittal, Prateek · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. PatchCURE: Improving Certifiable Robustness, Model Utility, and Computation Efficiency of Adversarial Patch Defenses
   2023/10/19 by Chong Xiang, Tong Wu, Xiang, Chong +9 · 4 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Nuclear Materials and Properties #Security and Verification in Computing
6. Characterizing the Optimal 0-1 Loss for Multi-class Classification with a Test-time Attacker
   2023/02/21 by Sihui Dai, Wenxin Ding, Dai, Sihui +11 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Out-of-Distribution Detection Using Neural Rendering Generative Models
   2019/07/10 by Yujia Huang, Sihui Dai, Huang, Yujia +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Can Memory-Augmented Language Models Generalize on Reasoning-in-a-Haystack Tasks?
   2025/03/10 by Payel Das, Ching-Yun Ko, Das, Payel +9 · 1 citation
   Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies