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05/31/2023
AccMER: Accelerating Multi-Agent Experience Replay with Cache Locality-aware Prioritization
Multi-Agent Experience Replay (MER) is a key component of off-policy rei...
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05/22/2023
Towards Efficient Multi-Agent Learning Systems
Multi-Agent Reinforcement Learning (MARL) is an increasingly important r...
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02/21/2023
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization
Experience replay is crucial for off-policy reinforcement learning (RL) ...
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02/10/2023
Scalability Bottlenecks in Multi-Agent Reinforcement Learning Systems
Multi-Agent Reinforcement Learning (MARL) is a promising area of researc...
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02/06/2023
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor Segmentation
Learning with multiple modalities is crucial for automated brain tumor s...
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02/01/2022
A Framework for Server Authentication using Communication Protocol Dialects
In today's world, computer networks have become vulnerable to numerous a...
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01/27/2022
On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning
One of the biggest challenges in Federated Learning (FL) is that client ...
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11/30/2021
Popcorns-Pro: A Cooperative Network-Server Approach for Data Center Energy Optimization
Data centers have become a popular computing platform for various applic...
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11/23/2021
PT-VTON: an Image-Based Virtual Try-On Network with Progressive Pose Attention Transfer
The virtual try-on system has gained great attention due to its potentia...
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10/07/2021
MPD: Moving Target Defense through Communication Protocol Dialects
Communication protocol security is among the most significant challenges...
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11/01/2019
Twin-Finder: Integrated Reasoning Engine for Pointer-related Code Clone Detection
Detecting code clones is crucial in various software engineering tasks. ...
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09/30/2019
HolDCSim: A Holistic Simulator for Data Centers
Cloud computing based systems, that span data centers, are commonly depl...
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07/08/2019
CHOP: Bypassing Runtime Bounds Checking Through Convex Hull OPtimization
Unsafe memory accesses in programs written using popular programming lan...
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02/13/2019
Towards a Better Indicator for Cache Timing Channels
Recent studies highlighting the vulnerability of computer architecture t...
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02/09/2019
