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11/18/2021
DIVA: Dataset Derivative of a Learning Task
We present a method to compute the derivative of a learning task with re...
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07/16/2021
Representation Consolidation for Training Expert Students
Traditionally, distillation has been used to train a student model to em...
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01/26/2021
Revisiting Contrastive Learning for Few-Shot Classification
Instance discrimination based contrastive learning has emerged as a lead...
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12/24/2020
Mixed-Privacy Forgetting in Deep Networks
We show that the influence of a subset of the training samples can be re...
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12/21/2020
