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Isha Garg

Revealing the Utilized Rank of Subspaces of Learning in Neural Networks

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Jul 05, 2024
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Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators

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Mar 19, 2024
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Memorization Through the Lens of Curvature of Loss Function Around Samples

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Jul 11, 2023
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TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data

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Jan 21, 2022
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Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift

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Dec 20, 2021
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Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks

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Apr 29, 2021
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Gradient Projection Memory for Continual Learning

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Mar 17, 2021
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Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection

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Dec 15, 2020
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DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks

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Oct 05, 2020
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TREND: Transferability based Robust ENsemble Design

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Aug 04, 2020
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