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Rajgopal Kannan

US Army Research Lab-West

GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA

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Apr 10, 2024
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VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA

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Apr 06, 2024
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FACTUAL: A Novel Framework for Contrastive Learning Based Robust SAR Image Classification

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Apr 04, 2024
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Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks

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Mar 27, 2024
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Accelerating ViT Inference on FPGA through Static and Dynamic Pruning

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Mar 21, 2024
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PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models

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Feb 21, 2024
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TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning

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Feb 18, 2024
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A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification

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Feb 01, 2024
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Attention, Distillation, and Tabularization: Towards Practical Neural Network-Based Prefetching

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Jan 16, 2024
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PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images

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Jan 05, 2024
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