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06/05/2023
Confidence-based federated distillation for vision-based lane-centering
A fundamental challenge of autonomous driving is maintaining the vehicle...
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03/14/2023
A Contrastive Knowledge Transfer Framework for Model Compression and Transfer Learning
Knowledge Transfer (KT) achieves competitive performance and is widely u...
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01/22/2022
Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer
Deep learning models have introduced various intelligent applications to...
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12/11/2021
Convergence of Generalized Belief Propagation Algorithm on Graphs with Motifs
Belief propagation is a fundamental message-passing algorithm for numero...
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11/06/2020
Multi-Agent Decentralized Belief Propagation on Graphs
We consider the problem of interactive partially observable Markov decis...
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01/23/2018
From Centralized to Decentralized Coded Caching
We consider the problem of designing decentralized schemes for coded cac...
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01/23/2018