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Daniel Cummings

Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models

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Jan 15, 2024
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Neural Architecture Codesign for Fast Bragg Peak Analysis

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Dec 12, 2023
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UniCat: Crafting a Stronger Fusion Baseline for Multimodal Re-Identification

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Oct 28, 2023
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Linear Mode Connectivity in Sparse Neural Networks

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Oct 28, 2023
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GraFT: Gradual Fusion Transformer for Multimodal Re-Identification

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Oct 25, 2023
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Distilled Pruning: Using Synthetic Data to Win the Lottery

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Jul 11, 2023
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A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities

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May 19, 2022
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A Hardware-Aware System for Accelerating Deep Neural Network Optimization

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Feb 25, 2022
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Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms

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Feb 25, 2022
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Structured Citation Trend Prediction Using Graph Neural Networks

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Apr 06, 2021
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