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07/03/2023
Implicit Memory Transformer for Computationally Efficient Simultaneous Speech Translation
Simultaneous speech translation is an essential communication task diffi...
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07/03/2023
Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation
Transformer models using segment-based processing have been an effective...
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06/24/2023
Partitioning-Guided K-Means: Extreme Empty Cluster Resolution for Extreme Model Compression
Compactness in deep learning can be critical to a model's viability in l...
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04/17/2023
Improving Autoregressive NLP Tasks via Modular Linearized Attention
Various natural language processing (NLP) tasks necessitate models that ...
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04/10/2023
RAPID: Enabling Fast Online Policy Learning in Dynamic Public Cloud Environments
Resource sharing between multiple workloads has become a prominent pract...
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01/19/2022
PROMPT: Learning Dynamic Resource Allocation Policies for Edge-Network Applications
A growing number of service providers are exploring methods to improve s...
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07/20/2020
UVMBench: A Comprehensive Benchmark Suite for Researching Unified Virtual Memory in GPUs
The recent introduction of Unified Virtual Memory (UVM) in GPUs offers a...
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07/07/2020
The gem5 Simulator: Version 20.0+
The open-source and community-supported gem5 simulator is one of the mos...
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09/26/2019
A Survey of Machine Learning Applied to Computer Architecture Design
Machine learning has enabled significant benefits in diverse fields, but...
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05/11/2019