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Gantavya Bhatt

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Deep Submodular Peripteral Networks

Mar 16, 2024
Gantavya Bhatt, Arnav Das, Jeff Bilmes

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Deep Submodular Peripteral Network

Mar 13, 2024
Gantavya Bhatt, Arnav Das, Jeff Bilmes

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An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models

Jan 12, 2024
Gantavya Bhatt, Yifang Chen, Arnav M. Das, Jifan Zhang, Sang T. Truong, Stephen Mussmann, Yinglun Zhu, Jeffrey Bilmes, Simon S. Du, Kevin Jamieson, Jordan T. Ash, Robert D. Nowak

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Effective Backdoor Mitigation Depends on the Pre-training Objective

Dec 05, 2023
Sahil Verma, Gantavya Bhatt, Avi Schwarzschild, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P Dickerson, Jeff Bilmes

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Accelerating Batch Active Learning Using Continual Learning Techniques

May 10, 2023
Arnav Das, Gantavya Bhatt, Megh Bhalerao, Vianne Gao, Rui Yang, Jeff Bilmes

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High Resolution Point Clouds from mmWave Radar

Jun 18, 2022
Akarsh Prabhakara, Tao Jin, Arnav Das, Gantavya Bhatt, Lilly Kumari, Elahe Soltanaghaei, Jeff Bilmes, Swarun Kumar, Anthony Rowe

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Matryoshka Representations for Adaptive Deployment

Jun 01, 2022
Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham Kakade, Prateek Jain, Ali Farhadi

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Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models

Mar 07, 2021
Hritik Bansal, Gantavya Bhatt, Pankaj Malhotra, Prathosh A. P

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Systematic Generalization for Predictive Control in Multivariate Time Series

Feb 10, 2021
Hritik Bansal, Gantavya Bhatt, Pankaj Malhotra, Prathosh A. P

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