no code implementations • 11 Feb 2015 • Assaf Hallak, François Schnitzler, Timothy Mann, Shie Mannor
Off-policy learning in dynamic decision problems is essential for providing strong evidence that a new policy is better than the one in use.
no code implementations • ICLR 2021 • Tsiry Mayet, Anne Lambert, Pascal Leguyadec, Francoise Le Bolzer, François Schnitzler
We introduce Skip-Window, a method to allow recurrent neural networks (RNNs) to trade off accuracy for computational cost during the analysis of a sequence.
no code implementations • 10 Oct 2022 • Oussama Jourairi, Muhammet Balcilar, Anne Lambert, François Schnitzler
End-to-end trainable models have reached the performance of traditional handcrafted compression techniques on videos and images.
1 code implementation • 26 Jul 2021 • José Suárez-Varela, Miquel Ferriol-Galmés, Albert López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio
During the last decade, Machine Learning (ML) has increasingly become a hot topic in the field of Computer Networks and is expected to be gradually adopted for a plethora of control, monitoring and management tasks in real-world deployments.
1 code implementation • ICCV 2021 • Deniz Engin, François Schnitzler, Ngoc Q. K. Duong, Yannis Avrithis
High-level understanding of stories in video such as movies and TV shows from raw data is extremely challenging.
Ranked #1 on Video Question Answering on KnowIT VQA