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Akash Kumar

Efficient Post-Training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments

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Mar 12, 2024
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Temporal Decisions: Leveraging Temporal Correlation for Efficient Decisions in Early Exit Neural Networks

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Mar 12, 2024
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Semi-supervised Active Learning for Video Action Detection

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Dec 12, 2023
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AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming

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Sep 23, 2023
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AxOCS: Scaling FPGA-based Approximate Operators using Configuration Supersampling

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Sep 22, 2023
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Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing

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Sep 11, 2023
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Benchmarking self-supervised video representation learning

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Jun 09, 2023
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Robust Empirical Risk Minimization with Tolerance

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Oct 02, 2022
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Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks

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Aug 15, 2022
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Video Action Detection: Analysing Limitations and Challenges

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Apr 17, 2022
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