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Madan Ravi Ganesh

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Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning

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Nov 14, 2023
Xidong Wu, Wan-Yi Lin, Devin Willmott, Filipe Condessa, Yufei Huang, Zhenzhen Li, Madan Ravi Ganesh

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Text-driven Prompt Generation for Vision-Language Models in Federated Learning

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Oct 09, 2023
Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin

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Q-TART: Quickly Training for Adversarial Robustness and in-Transferability

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Apr 14, 2022
Madan Ravi Ganesh, Salimeh Yasaei Sekeh, Jason J. Corso

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Slimming Neural Networks using Adaptive Connectivity Scores

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Jun 26, 2020
Madan Ravi Ganesh, Dawsin Blanchard, Jason J. Corso, Salimeh Yasaei Sekeh

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MINT: Deep Network Compression via Mutual Information-based Neuron Trimming

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Mar 18, 2020
Madan Ravi Ganesh, Jason J. Corso, Salimeh Yasaei Sekeh

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Rethinking Curriculum Learning with Incremental Labels and Adaptive Compensation

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Jan 13, 2020
Madan Ravi Ganesh, Jason J. Corso

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ViP: Video Platform for PyTorch

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Oct 07, 2019
Madan Ravi Ganesh, Eric Hofesmann, Nathan Louis, Jason Corso

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Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples

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Oct 02, 2019
Salimeh Yasaei Sekeh, Madan Ravi Ganesh, Shurjo Banerjee, Jason J. Corso, Alfred O. Hero

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M-PACT: An Open Source Platform for Repeatable Activity Classification Research

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Oct 05, 2018
Eric Hofesmann, Madan Ravi Ganesh, Jason J. Corso

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