Bagchi, Saurabh

12 publications

NeurIPS 2025 CAMILA: Context-Aware Masking for Image Editing with Language Alignment Hyunseung Kim, Chiho Choi, Srikanth Malla, Sai Prahladh Padmanabhan, Saurabh Bagchi, Joon Hee Choi

ICCV 2025 Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu, Khoi Duc Nguyen, Preeti Mukherjee, Saurabh Bagchi, Somali Chaterji, Yingyu Liang, Yin Li

UAI 2025 Root Cause Analysis of Failures from Partial Causal Structures Azam Ikram, Kenneth Lee, Shubham Agarwal, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu

ICLR 2024 Benchmarking Algorithms for Federated Domain Generalization Ruqi Bai, Saurabh Bagchi, David I. Inouye

CVPR 2024 Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning Joshua C. Zhao, Ahaan Dabholkar, Atul Sharma, Saurabh Bagchi

ECCV 2024 ReCON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories Chen-Yi Lu, Shubham Agarwal, Md Mehrab Tanjim, Kanak Mahadik, Anup Rao, Subrata Mitra, Shiv K Saini, Saurabh Bagchi, Somali Chaterji

CVPR 2023 The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

AISTATS 2022 Can We Generalize and Distribute Private Representation Learning? Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Carlee Joe-Wong, Saurabh Bagchi, Christopher Brinton

NeurIPS 2022 Root Cause Analysis of Failures in Microservices Through Causal Discovery Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Saini, Saurabh Bagchi, Murat Kocaoglu

CVPR 2022 SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li

NeurIPSW 2021 A Generalized and Distributable Generative Model for Private Representation Learning Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Carlee Joe-Wong, Saurabh Bagchi, Christopher Brinton

NeurIPS 2020 Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests Sean Kulinski, Saurabh Bagchi, David I Inouye