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09/02/2023
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs
Question-answering (QA) is a significant application of Large Language M...
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05/13/2023
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning
With the growth of computer vision applications, deep learning, and edge...
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03/22/2022
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics
Detection-driven real-time video analytics require continuous detection ...
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06/25/2021
EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference
Collaborative inference enables resource-constrained edge devices to mak...
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06/15/2021
A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification
In this paper, we propose a transfer-learning based model construction t...
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08/18/2019