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Kaushik Roy

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Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition

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Mar 17, 2025
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Finding the Muses: Identifying Coresets through Loss Trajectories

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Mar 12, 2025
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Real-Time Neuromorphic Navigation: Guiding Physical Robots with Event-Based Sensing and Task-Specific Reconfigurable Autonomy Stack

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Mar 11, 2025
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Learning to Localize Leakage of Cryptographic Sensitive Variables

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Mar 10, 2025
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Energy-Efficient Autonomous Aerial Navigation with Dynamic Vision Sensors: A Physics-Guided Neuromorphic Approach

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Feb 09, 2025
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Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges

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Feb 04, 2025
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TESS: A Scalable Temporally and Spatially Local Learning Rule for Spiking Neural Networks

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Feb 03, 2025
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Neuro-LIFT: A Neuromorphic, LLM-based Interactive Framework for Autonomous Drone FlighT at the Edge

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Jan 31, 2025
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Large Language Models for Mental Health Diagnostic Assessments: Exploring The Potential of Large Language Models for Assisting with Mental Health Diagnostic Assessments -- The Depression and Anxiety Case

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Jan 02, 2025
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ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals

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Dec 18, 2024
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