Wischik, Damon
- Constructing Semantics-Aware Adversarial Examples with a Probabilistic Perspective
2023/06/01 by Andi Zhang, Zhang, Andi, Zhang, Mingtian +1 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector
2024/04/07 by Andi Zhang, Tim Z. Xiao, Zhang, Andi +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Falsehoods that ML researchers believe about OOD detection
2022/10/23 by Andi Zhang, Zhang, Andi, Damon Wischik +1 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #Generative Adversarial Networks and Image Synthesis