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09/08/2023
A Two-Stage Training Framework for Joint Speech Compression and Enhancement
This paper considers the joint compression and enhancement problem for s...
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07/13/2023
PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender
Cache side channel attacks are increasingly alarming in modern processor...
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06/12/2023
Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds
While numerous works have focused on devising efficient algorithms for r...
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05/12/2023
Calibration-Aware Bayesian Learning
Deep learning models, including modern systems like large language model...
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06/12/2022
Vascular fluid-structure interaction: unified continuum formulation, image-based mesh generation pipeline, and scalable fully implicit solver technology
We propose a computational framework for vascular fluid-structure intera...
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12/19/2021
Attacks of the Knights: Exploiting Non Uniform Cache Access Time
Intel Knights Landing Processors have shared last level cache (LLC) acro...
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10/26/2021
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs
Despite a large amount of effort in dealing with heavy-tailed error in m...
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04/28/2021
Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System
The resurgence of near-memory processing (NMP) with the advent of big da...
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02/19/2021
Toward Taming the Overhead Monster for Data-Flow Integrity
Data-Flow Integrity (DFI) is a well-known approach to effectively detect...
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10/10/2019
Remote Control: A Simple Deadlock Avoidance Scheme for Modular System on Chip
The increase in design cost and complexity have motivated designers to a...
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02/26/2019