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04/26/2022
Contrastive Language-Action Pre-training for Temporal Localization
Long-form video understanding requires designing approaches that are abl...
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12/12/2016
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification
Top-k error is currently a popular performance measure on large scale im...
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12/01/2015
Loss Functions for Top-k Error: Analysis and Insights
In order to push the performance on realistic computer vision tasks, the...
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11/20/2015
Top-k Multiclass SVM
Class ambiguity is typical in image classification problems with a large...
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11/18/2015
Efficient Output Kernel Learning for Multiple Tasks
The paradigm of multi-task learning is that one can achieve better gener...
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