no code implementations • 24 Jul 2023 • Reuben Tan, Matthias De Lange, Michael Iuzzolino, Bryan A. Plummer, Kate Saenko, Karl Ridgeway, Lorenzo Torresani
To alleviate this issue, we propose Multiscale Video Pretraining (MVP), a novel self-supervised pretraining approach that learns robust representations for forecasting by learning to predict contextualized representations of future video clips over multiple timescales.
1 code implementation • 11 Jul 2023 • Matthias De Lange, Hamid Eghbalzadeh, Reuben Tan, Michael Iuzzolino, Franziska Meier, Karl Ridgeway
We introduce an evaluation framework that directly exploits the user's data stream with new metrics to measure the adaptation gain over the population model, online generalization, and hindsight performance.
no code implementations • 8 Jun 2019 • Michael Iuzzolino, Yoram Singer, Michael C. Mozer
In human perception and cognition, a fundamental operation that brains perform is interpretation: constructing coherent neural states from noisy, incomplete, and intrinsically ambiguous evidence.