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01/07/2023
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
Despite surprising performance on zero-shot transfer, pre-training a lar...
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11/04/2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
This paper proposes Mutual Information Regularized Assignment (MIRA), a ...
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11/27/2019
Novelty Detection Via Blurring
Conventional out-of-distribution (OOD) detection schemes based on variat...
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05/31/2018