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05/12/2023
Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn
Meta-learning and other approaches to few-shot learning are widely studi...
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02/24/2023
Amortised Invariance Learning for Contrastive Self-Supervision
Contrastive self-supervised learning methods famously produce high quali...
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07/17/2022
HyperInvariances: Amortizing Invariance Learning
Providing invariances in a given learning task conveys a key inductive b...
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12/28/2021
FRIDA – Generative Feature Replay for Incremental Domain Adaptation
We tackle the novel problem of incremental unsupervised domain adaptatio...
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10/05/2020