Search Results for author: Klamer Schutte

Found 3 papers, 3 papers with code

The Functional Neural Process

1 code implementation NeurIPS 2019 Christos Louizos, Xiahan Shi, Klamer Schutte, Max Welling

We present a new family of exchangeable stochastic processes, the Functional Neural Processes (FNPs).

Image Classification

Video BagNet: short temporal receptive fields increase robustness in long-term action recognition

1 code implementation22 Aug 2023 Ombretta Strafforello, Xin Liu, Klamer Schutte, Jan van Gemert

Previous work on long-term video action recognition relies on deep 3D-convolutional models that have a large temporal receptive field (RF).

Action Recognition Temporal Action Localization

Are current long-term video understanding datasets long-term?

1 code implementation22 Aug 2023 Ombretta Strafforello, Klamer Schutte, Jan van Gemert

In the current deep learning paradigm for automatic action recognition, it is imperative that models are trained and tested on datasets and tasks that evaluate if such models actually learn and reason over long-term information.

Action Recognition Video Understanding

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