Samyadeep Basu

According to our database, Samyadeep Basu authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning.

Samyadeep Basu, Shell Xu Hu, Daniela Massiceti, Soheil Feizi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Topic Segmentation of Semi-Structured and Unstructured Conversational Datasets using Language Models.

Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Hansi Zeng, Soundararajan Srinivasan

CoRR, 2023

Localizing and Editing Knowledge in Text-to-Image Generative Models.

Samyadeep Basu, Nanxuan Zhao, Vlad I. Morariu, Soheil Feizi, Varun Manjunatha

CoRR, 2023

EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods.

Samyadeep Basu, Mehrdad Saberi, Shweta Bhardwaj, Atoosa Malemir Chegini, Daniela Massiceti, Maziar Sanjabi, Shell Xu Hu, Soheil Feizi

CoRR, 2023

Augmenting CLIP with Improved Visio-Linguistic Reasoning.

Samyadeep Basu, Maziar Sanjabi, Daniela Massiceti, Shell Xu Hu, Soheil Feizi

CoRR, 2023

Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks.

Samyadeep Basu, Megan Stanley, John Bronskill, Soheil Feizi, Daniela Massiceti

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On Surgical Fine-tuning for Language Encoders.

Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats.

Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Soundararajan Srinivasan

CoRR, 2022

2021

On Hard Episodes in Meta-Learning.

Samyadeep Basu, Amr Sharaf, Nicolò Fusi, Soheil Feizi

CoRR, 2021

Semi-Supervised Few-Shot Intent Classification and Slot Filling.

Samyadeep Basu, Karine lp Kiun Chong, Amr Sharaf, Alex Fischer, Vishal Rohra, Michael Amoake, Hazem El-Hammamy, Ehi Nosakhare, Vijay Ramani, Benjamin Han

CoRR, 2021

Privacy Leakage Avoidance with Switching Ensembles.

Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Influence Functions in Deep Learning Are Fragile.

Samyadeep Basu, Phillip Pope, Soheil Feizi

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

On Second-Order Group Influence Functions for Black-Box Predictions.

Samyadeep Basu, Xuchen You, Soheil Feizi

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Membership Model Inversion Attacks for Deep Networks.

Samyadeep Basu, Rauf Izmailov, Chris Mesterharm

CoRR, 2019