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Bartłomiej Twardowski

Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning

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Sep 26, 2024
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Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection

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Jul 19, 2024
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MagMax: Leveraging Model Merging for Seamless Continual Learning

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Jul 08, 2024
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Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning

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May 29, 2024
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Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers

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Apr 09, 2024
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Accelerated Inference and Reduced Forgetting: The Dual Benefits of Early-Exit Networks in Continual Learning

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Mar 12, 2024
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GUIDE: Guidance-based Incremental Learning with Diffusion Models

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Mar 06, 2024
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Divide and not forget: Ensemble of selectively trained experts in Continual Learning

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Jan 19, 2024
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Revisiting Supervision for Continual Representation Learning

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Nov 22, 2023
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Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation

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Oct 20, 2023
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