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Gagandeep Singh

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CoMEt: x86 Cost Model Explanation Framework

Feb 14, 2023
Isha Chaudhary, Alex Renda, Charith Mendis, Gagandeep Singh

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Interpreting Robustness Proofs of Deep Neural Networks

Jan 31, 2023
Debangshu Banerjee, Avaljot Singh, Gagandeep Singh

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TargetCall: Eliminating the Wasted Computation in Basecalling via Pre-Basecalling Filtering

Dec 09, 2022
Meryem Banu Cavlak, Gagandeep Singh, Mohammed Alser, Can Firtina, Joël Lindegger, Mohammad Sadrosadati, Nika Mansouri Ghiasi, Can Alkan, Onur Mutlu

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LEAPER: Modeling Cloud FPGA-based Systems via Transfer Learning

Aug 22, 2022
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu

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Training Certifiably Robust Neural Networks Against Semantic Perturbations

Jul 22, 2022
Rem Yang, Jacob Laurel, Sasa Misailovic, Gagandeep Singh

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Learning Topological Interactions for Multi-Class Medical Image Segmentation

Jul 20, 2022
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary Saltz, Tahsin Kurc, Joel Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen

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An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System

Jul 16, 2022
Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu

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Robust Universal Adversarial Perturbations

Jun 22, 2022
Changming Xu, Gagandeep Singh

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Machine Learning Training on a Real Processing-in-Memory System

Jun 13, 2022
Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu

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Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning

May 30, 2022
Yinglun Xu, Qi Zeng, Gagandeep Singh

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