Francesco Visin

4 papers · 2019–2020 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CoRL (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Raia Hadsell (3) Razvan Pascanu (2) Martina Zambelli (1) Hujun Yin (1) Andrei Rusu (1) Sebastian Flennerhag (1) Yee Whye Teh (1) Jörg Bornschein (1) Yuxiang Zhou (1) Simon Osindero (1)

Research topics

Machine Learning (4) Core Methods (3) Artificial Intelligence (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Deep Learning (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

representation learning (2) continual learning (2) catastrophic forgetting (1) few-shot learning (1) model selection (1) robotic manipulation (1) cross-modal learning (1) neural network optimization (1) gradient descent (1) minimum description length (1) generalization performance (1) tactile sensing (1) few-shot classification (1) overparameterized neural network (1) task inference (1) unsupervised learning (1) small data regime (1) reinforcement learning (1)

Papers

Learning rich touch representations through cross-modal self-supervision CoRL 2020 Meta-Learning with Warped Gradient Descent ICLR 2020 Small Data, Big Decisions: Model Selection in the Small-Data Regime ICML 2020 Continual Unsupervised Representation Learning NeurIPS 2019