Samyadeep Basu

1. Influence Functions in Deep Learning Are Fragile
   2020/06/25 by Samyadeep Basu, Philip Pope, Basu, Samyadeep +3 · 35 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Understanding Information Storage and Transfer in Multi-modal Large Language Models
   2024/06/06 by Samyadeep Basu, Martin Grayson, Basu, Samyadeep +9 · 12 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
3. Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
   2024/06/03 by Sriram Balasubramanian, Samyadeep Basu, Balasubramanian, Sriram +3 · 9 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.5.1 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
4. EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods
   2023/10/03 by Samyadeep Basu, Mehrdad Saberi, Basu, Samyadeep +13 · 5 citations
   Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models
   2025/02/22 by Zihao Lin, Lin, Zihao, Samyadeep Basu +39 · 10 citations
   Environmental Science · Engineering · #Groundwater flow and contamination studies #Dam Engineering and Safety #Tunneling and Rock Mechanics
6. Survey of User Interface Design and Interaction Techniques in Generative AI Applications
   2024/10/28 by Reuben Luera, Luera, Reuben, Ryan A. Rossi +23 · 1 voice · 4 citations
   Computer Science · Psychology · #Context-Aware Activity Recognition Systems #Human-Automation Interaction and Safety #Speech and dialogue systems #cs.AI #cs.CL #cs.HC #cs.LG
7. Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models
   2024/04/11 by Mazda Moayeri, Samyadeep Basu, Moayeri, Mazda +11 · 3 citations
   Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
8. On Mechanistic Circuits for Extractive Question-Answering
   2025/02/12 by Samyadeep Basu, Vlad I. Morariu, Basu, Samyadeep +11 · 1 citation
   Computer Science · #Topic Modeling #Seismology and Earthquake Studies