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Masoud Daneshtalab

DeepVigor+: Scalable and Accurate Semi-Analytical Fault Resilience Analysis for Deep Neural Network

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Oct 21, 2024
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ProAct: Progressive Training for Hybrid Clipped Activation Function to Enhance Resilience of DNNs

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Jun 10, 2024
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Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning

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May 17, 2024
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TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction

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Mar 18, 2024
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SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators

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Mar 05, 2024
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AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators

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Mar 05, 2024
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Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators

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Jan 17, 2024
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Contrastive Learning for Lane Detection via Cross-Similarity

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Sep 01, 2023
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Enhancing Fault Resilience of QNNs by Selective Neuron Splitting

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Jun 16, 2023
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Special Session: Approximation and Fault Resiliency of DNN Accelerators

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May 31, 2023
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