François Schnitzler

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 17

Top Topics

Stream Processing

Dynamical Systems

Top Venues

Publications

Bharath Bhushan Damodaran, François Schnitzler, Anne Lambert, Pierre Hellier
Improved Positional Encoding for Implicit Neural Representation based Compact Data Representation. CoRR (2023)
Oussama Jourairi, Muhammet Balcilar, Anne Lambert, François Schnitzler
Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression. CoRR (2022)
Lucas Mourot, Ludovic Hoyet, François Le Clerc, François Schnitzler, Pierre Hellier
A Survey on Deep Learning for Skeleton-Based Human Animation. Comput. Graph. Forum 41 (1) (2022)
Suresh Kirthi Kumaraswamy, Alexey Ozerov, Ngoc Q. K. Duong, Anne Lambert, François Schnitzler, Patrick Fontaine
Feature Compression Using Dynamic Switches in Multi-split CNNs. ESANN (2022)
Oussama Jourairi, Muhammet Balcilar, Anne Lambert, François Schnitzler
Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression. PCS (2022)
José Suárez-Varela, Miquel Ferriol Galmés, Albert Lopez, 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
The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks. CoRR (2021)
Deniz Engin, Yannis Avrithis, Ngoc Q. K. Duong, François Schnitzler
On the hidden treasure of dialog in video question answering. CoRR (2021)
Tsiry Mayet, Anne Lambert, Pascal Leguyadec, Françoise Le Bolzer, François Schnitzler
SkipW: Resource Adaptable RNN with Strict Upper Computational Limit. ICLR (2021)
Deniz Engin, François Schnitzler, Ngoc Q. K. Duong, Yannis Avrithis
On the hidden treasure of dialog in video question answering. ICCV (2021)
Filareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki, Maritini Kalogerini, Fulvio Negro, Maurizio Montagnuolo, Jesse de Vos, Philo van Kemenade, Daniele Gravina, Rémi Mignot, Alexey Ozerov, François Schnitzler, Artur Garcia-Sáez, Georgios N. Yannakakis, Antonios Liapis, Georgi Kostadinov
The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications. AIAI (2021)
Lucas Mourot, L. Hoyet, François Le Clerc, François Schnitzler, Pierre Hellier
A Survey on Deep Learning for Skeleton-Based Human Animation. CoRR (2021)
José Suárez-Varela, Miquel Ferriol Galmés, Albert Lopez, 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
The graph neural networking challenge: a worldwide competition for education in AI/ML for networks. Comput. Commun. Rev. 51 (3) (2021)
Anne Lambert, Françoise Le Bolzer, François Schnitzler
Flexible Recurrent Neural Networks. ECML/PKDD (1) (2020)
Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich
Traveling time prediction in scheduled transportation with journey segments. Inf. Syst. 64 (2017)
Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. ECML/PKDD (3) (2016)
Clément Lesaege, François Schnitzler, Anne Lambert, Jean-Ronan Vigouroux
Time-Aware User Identification with Topic Models. ICDM (2016)
Nico Piatkowski, François Schnitzler
Compressible Reparametrization of Time-Variant Linear Dynamical Systems. Solving Large Scale Learning Tasks (2016)
Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich
On Predicting Traveling Times in Scheduled Transportation (Extended Abstract). MUD@ICML (2015)
François Schnitzler, Jia Yuan Yu, Shie Mannor
Sensor Selection for Crowdsensing Dynamical Systems. AISTATS (2015)
Hendrik Stange, Sylvia Steenhoek, Sebastian Bothe, François Schnitzler
Insight-driven Crisis Information - Preparing for the Unexpected using Big Data. ISCRAM (2015)
Ioannis Katakis, François Schnitzler, Thomas Liebig
2nd International Workshop on Mining Urban Data (Preface). MUD@ICML (2015)
Elizabeth Daly, Michele Berlingerio, François Schnitzler
Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates. RecSys (2015)
Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor
Off-policy evaluation for MDPs with unknown structure. CoRR (2015)
Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor
Off-policy Model-based Learning under Unknown Factored Dynamics. ICML (2015)
François Schnitzler, Thomas Liebig, Shie Marmor, Gustavo Souto, Sebastian Bothe, Hendrik Stange
Heterogeneous stream processing for disaster detection and alarming. IEEE BigData (2014)
François Schnitzler, Alexander Artikis, Matthias Weidlich, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dermot Kinane, Dimitrios Gunopulos
Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights. ECML/PKDD (3) (2014)
François Schnitzler, Thomas Liebig, Shie Mannor, Katharina Morik
Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center. EDBT/ICDT Workshops (2014)
Alexander Artikis, Matthias Weidlich, François Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane
Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. EDBT (2014)
Arnaud Joly, François Schnitzler, Pierre Geurts, Louis Wehenkel
L1-based compression of random forest models. ESANN (2012)
François Schnitzler, Sourour Ammar, Philippe Leray, Pierre Geurts, Louis Wehenkel
Efficiently Approximating Markov Tree Bagging for High-Dimensional Density Estimation. ECML/PKDD (3) (2011)
Emmanuel Rachelson, François Schnitzler, Louis Wehenkel, Damien Ernst
Optimal Sample Selection for Batch-mode Reinforcement Learning. ICAART (1) (2011)
François Schnitzler, Philippe Leray, Louis Wehenkel
Towards sub-quadratic learning of probability density models in the form of mixtures of trees. ESANN (2010)