Jermaine, Chris

9 publications

NeurIPS 2024 Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation Abhinav Jain, Swarat Chaudhuri, Thomas Reps, Chris Jermaine

ICML 2023 Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning Yuxin Tang, Zhimin Ding, Dimitrije Jankov, Binhang Yuan, Daniel Bourgeois, Chris Jermaine

AISTATS 2023 Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout Chen Dun, Mirian Hipolito, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis

ICCV 2023 Federated Learning over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat Erdong Hu, Yuxin Tang, Anastasios Kyrillidis, Chris Jermaine

AISTATS 2023 LOFT: Finding Lottery Tickets Through Filter-Wise Training Qihan Wang, Chen Dun, Fangshuo Liao, Chris Jermaine, Anastasios Kyrillidis

NeurIPSW 2022 LOFT: Finding Lottery Tickets Through Filter-Wise Training Qihan Wang, Chen Dun, Fangshuo Liao, Chris Jermaine, Anastasios Kyrillidis

WACV 2022 Meta-Meta Classification for One-Shot Learning Arkabandhu Chowdhury, Dipak Chaudhari, Swarat Chaudhuri, Chris Jermaine

ICCV 2021 Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier Arkabandhu Chowdhury, Mingchao Jiang, Swarat Chaudhuri, Chris Jermaine

ICLR 2018 Neural Sketch Learning for Conditional Program Generation Vijayaraghavan Murali, Letao Qi, Swarat Chaudhuri, Chris Jermaine