Samyadeep Basu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

External Knowledge

Topic Segmentation

Top Venues

Publications

Samyadeep Basu, Nanxuan Zhao, Vlad I. Morariu, Soheil Feizi, Varun Manjunatha
Localizing and Editing Knowledge In Text-to-Image Generative Models. ICLR (2024)
Sriram Balasubramanian, Samyadeep Basu, Soheil Feizi
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP. CoRR (2024)
Mazda Moayeri, Samyadeep Basu, Sriram Balasubramanian, Priyatham Kattakinda, Atoosa Malemir Chegini, Robert Brauneis, Soheil Feizi
Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models. CoRR (2024)
Samyadeep Basu, Shell Xu Hu, Daniela Massiceti, Soheil Feizi
Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning. AAAI (2024)
Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Ryan Rossi, Cherry Zhao, Vlad I. Morariu, Varun Manjunatha, Soheil Feizi
On Mechanistic Knowledge Localization in Text-to-Image Generative Models. CoRR (2024)
Samyadeep Basu, Martin Grayson, Cecily Morrison, Besmira Nushi, Soheil Feizi, Daniela Massiceti
Understanding Information Storage and Transfer in Multi-modal Large Language Models. CoRR (2024)
Arman Zarei, Keivan Rezaei, Samyadeep Basu, Mehrdad Saberi, Mazda Moayeri, Priyatham Kattakinda, Soheil Feizi
Understanding and Mitigating Compositional Issues in Text-to-Image Generative Models. CoRR (2024)
Hitesh Wadhwa, Rahul Seetharaman, Somyaa Aggarwal, Reshmi Ghosh, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries. CoRR (2024)
Soumya Suvra Ghosal, Samyadeep Basu, Soheil Feizi, Dinesh Manocha
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning. CoRR (2024)
Samyadeep Basu, Daniela Massiceti, Shell Xu Hu, Soheil Feizi
Strong Baselines for Parameter Efficient Few-Shot Fine-tuning. CoRR (2023)
Samyadeep Basu, Nanxuan Zhao, Vlad I. Morariu, Soheil Feizi, Varun Manjunatha
Localizing and Editing Knowledge in Text-to-Image Generative Models. CoRR (2023)
Samyadeep Basu, Mehrdad Saberi, Shweta Bhardwaj, Atoosa Malemir Chegini, Daniela Massiceti, Maziar Sanjabi, Shell Xu Hu, Soheil Feizi
EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods. CoRR (2023)
Samyadeep Basu, Maziar Sanjabi, Daniela Massiceti, Shell Xu Hu, Soheil Feizi
Augmenting CLIP with Improved Visio-Linguistic Reasoning. CoRR (2023)
Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan
On Surgical Fine-tuning for Language Encoders. EMNLP (Findings) (2023)
Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Hansi Zeng, Soundararajan Srinivasan
Topic Segmentation of Semi-Structured and Unstructured Conversational Datasets using Language Models. CoRR (2023)
Samyadeep Basu, Megan Stanley, John Bronskill, Soheil Feizi, Daniela Massiceti
Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks. ICLR (2023)
Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan
On Surgical Fine-tuning for Language Encoders. CoRR (2023)
Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Soundararajan Srinivasan
Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats. CoRR (2022)
Samyadeep Basu, Karine lp Kiun Chong, Amr Sharaf, Alex Fischer, Vishal Rohra, Michael Amoake, Hazem El-Hammamy, Ehi Nosakhare, Vijay Ramani, Benjamin Han
Semi-Supervised Few-Shot Intent Classification and Slot Filling. CoRR (2021)
Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu
Privacy Leakage Avoidance with Switching Ensembles. MILCOM (2021)
Samyadeep Basu, Amr Sharaf, Nicolò Fusi, Soheil Feizi
On Hard Episodes in Meta-Learning. CoRR (2021)
Samyadeep Basu, Phillip Pope, Soheil Feizi
Influence Functions in Deep Learning Are Fragile. ICLR (2021)
Samyadeep Basu, Phillip Pope, Soheil Feizi
Influence Functions in Deep Learning Are Fragile. CoRR (2020)
Samyadeep Basu, Xuchen You, Soheil Feizi
On Second-Order Group Influence Functions for Black-Box Predictions. ICML (2020)
Samyadeep Basu, Rauf Izmailov, Chris Mesterharm
Membership Model Inversion Attacks for Deep Networks. CoRR (2019)
Samyadeep Basu, Xuchen You, Soheil Feizi
Second-Order Group Influence Functions for Black-Box Predictions. CoRR (2019)
Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu
Privacy Leakage Avoidance with Switching Ensembles. CoRR (2019)