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08/19/2023
Disposable Transfer Learning for Selective Source Task Unlearning
Transfer learning is widely used for training deep neural networks (DNN)...
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09/27/2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training
Pre-training vision-language models with contrastive objectives has show...
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08/17/2022
DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning
Pre-trained representation is one of the key elements in the success of ...
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04/23/2021
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection
We present a new approach for oriented object detection, an anchor-free ...
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04/16/2020
Continual Learning with Extended Kronecker-factored Approximate Curvature
We propose a quadratic penalty method for continual learning of neural n...
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02/17/2020