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04/28/2023
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs
As foundation models continue to exponentially scale in size, efficient ...
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02/12/2021
Confounding Tradeoffs for Neural Network Quantization
Many neural network quantization techniques have been developed to decre...
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02/12/2021
Dynamic Precision Analog Computing for Neural Networks
Analog electronic and optical computing exhibit tremendous advantages ov...
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12/14/2019
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks
Satellite images hold great promise for continuous environmental monitor...
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09/12/2019
VizSeq: A Visual Analysis Toolkit for Text Generation Tasks
Automatic evaluation of text generation tasks (e.g. machine translation,...
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06/06/2019