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Daphna Weinshall

DCoM: Active Learning for All Learners

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Jul 01, 2024
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TEAL: New Selection Strategy for Small Buffers in Experience Replay Class Incremental Learning

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Jun 30, 2024
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United We Stand: Using Epoch-wise Agreement of Ensembles to Combat Overfit

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Oct 17, 2023
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Relearning Forgotten Knowledge: on Forgetting, Overfit and Training-Free Ensembles of DNNs

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Oct 17, 2023
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Semi-Supervised Learning in the Few-Shot Zero-Shot Scenario

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Aug 27, 2023
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Pruning the Unlabeled Data to Improve Semi-Supervised Learning

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Aug 27, 2023
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How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget

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Jun 06, 2023
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The Dynamic of Consensus in Deep Networks and the Identification of Noisy Labels

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Oct 02, 2022
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Active Learning Through a Covering Lens

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May 23, 2022
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Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets

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Feb 08, 2022
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