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Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task


Nov 09, 2022
Jannik Kossen, Cătălina Cangea, Eszter Vértes, Andrew Jaegle, Viorica Patraucean, Ira Ktena, Nenad Tomasev, Danielle Belgrave

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* Foundation Models for Decision Making Workshop at Neural Information Processing Systems 2022 

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Marginal and Joint Cross-Entropies & Predictives for Online Bayesian Inference, Active Learning, and Active Sampling


May 18, 2022
Andreas Kirsch, Jannik Kossen, Yarin Gal

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* 10 pages + references 

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Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation


Feb 14, 2022
Jannik Kossen, Sebastian Farquhar, Yarin Gal, Tom Rainforth

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Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning


Jun 04, 2021
Jannik Kossen, Neil Band, Clare Lyle, Aidan N. Gomez, Tom Rainforth, Yarin Gal

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* First two authors contributed equally 

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Active Testing: Sample-Efficient Model Evaluation


Mar 09, 2021
Jannik Kossen, Sebastian Farquhar, Yarin Gal, Tom Rainforth

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Structured Object-Aware Physics Prediction for Video Modeling and Planning


Oct 06, 2019
Jannik Kossen, Karl Stelzner, Marcel Hussing, Claas Voelcker, Kristian Kersting

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