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Deepak Ravikumar

Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature

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Jul 03, 2024
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Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation

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Jul 02, 2024
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Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples

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Mar 13, 2024
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Unveiling Privacy, Memorization, and Input Curvature Links

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Feb 28, 2024
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Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning

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Apr 09, 2023
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Norm-Scaling for Out-of-Distribution Detection

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May 06, 2022
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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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TREND: Transferability based Robust ENsemble Design

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Aug 04, 2020
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