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07/11/2023
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning
Despite the recent progress in incremental learning, addressing catastro...
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12/01/2022
Mutual Information-based Generalized Category Discovery
We introduce an information-maximization approach for the Generalized Ca...
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07/30/2022
Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions
We explore clustering the softmax predictions of deep neural networks an...
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10/21/2019
Self-supervised classification of dynamic obstacles using the temporal information provided by videos
Nowadays, autonomous driving systems can detect, segment, and classify t...
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10/04/2019
Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification
With surge of available but unlabeled data, Positive Unlabeled (PU) lear...
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10/03/2019