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06/01/2023
Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks
Works on implicit regularization have studied gradient trajectories duri...
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03/26/2023
A Heterogeneous Parallel Non-von Neumann Architecture System for Accurate and Efficient Machine Learning Molecular Dynamics
This paper proposes a special-purpose system to achieve high-accuracy an...
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01/27/2023
A Green(er) World for A.I
As research and practice in artificial intelligence (A.I.) grow in leaps...
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11/28/2022
AI Enabled Maneuver Identification via the Maneuver Identification Challenge
Artificial intelligence (AI) has enormous potential to improve Air Force...
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08/19/2022
Predicting the protein-ligand affinity from molecular dynamics trajectories
The accurate protein-ligand binding affinity prediction is essential in ...
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06/02/2022
KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction
Designing accurate deep learning models for molecular property predictio...
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04/12/2022
Bridging Walking and Slithering – Stokesian Locomotion
Both legged locomotion and slithering motions typically utilize periodic...
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03/28/2022
FLDP: Flexible strategy for local differential privacy
Local differential privacy (LDP), a technique applying unbiased statisti...
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01/28/2022
Benchmarking Resource Usage for Efficient Distributed Deep Learning
Deep learning (DL) workflows demand an ever-increasing budget of compute...
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11/02/2020
Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey
Computer-Aided Diagnosis and Treatment of Tumors is a hot topic of deep ...
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10/22/2020
Joint Power Allocation and User Association Optimization for IRS-Assisted mmWave Systems
Intelligent reflect surface (IRS) is a potential technology to build pro...
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07/02/2020