François Fleuret

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 126

Top Venues

Publications

Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jiménez, François Fleuret, Pascal Frossard
Localizing Task Information for Improved Model Merging and Compression. CoRR (2024)
Matteo Pagliardini, Amirkeivan Mohtashami, François Fleuret, Martin Jaggi
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging. CoRR (2024)
Bálint Máté, François Fleuret
Multi-Lattice Sampling of Quantum Field Theories via Neural Operators. CoRR (2024)
Arnaud Pannatier, Evann Courdier, François Fleuret
{\sigma}-GPTs: A New Approach to Autoregressive Models. CoRR (2024)
Vincent Micheli, Eloi Alonso, François Fleuret
Efficient World Models with Context-Aware Tokenization. CoRR (2024)
Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences. CoRR (2024)
Arnaud Pannatier, Kyle Matoba, François Fleuret
Inference from Real-World Sparse Measurements. Trans. Mach. Learn. Res. 2024 (2024)
Bálint Máté, François Fleuret, Tristan Bereau
Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models. CoRR (2024)
Eloi Alonso, Adam Jelley, Vincent Micheli, Anssi Kanervisto, Amos J. Storkey, Tim Pearce, François Fleuret
Diffusion for World Modeling: Visual Details Matter in Atari. CoRR (2024)
Serhiy Kandul, Vincent Micheli, Juliane Beck, Thomas Burri, François Fleuret, Markus Kneer, Markus Christen
Human control redressed: Comparing AI and human predictability in a real-effort task. CogSci (2023)
Matteo Pagliardini, Martin Jaggi, François Fleuret, Sai Praneeth Karimireddy
Agree to Disagree: Diversity through Disagreement for Better Transferability. ICLR (2023)
Daniele Paliotta, Mathieu Alain, Bálint Máté, François Fleuret
Graph Neural Networks Go Forward-Forward. CoRR (2023)
Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, John A. Raine, Tobias Golling, François Fleuret
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics. NeurIPS (2023)
Bálint Máté, François Fleuret
Learning Deformation Trajectories of Boltzmann Densities. CoRR (2023)
Vincent Micheli, Eloi Alonso, François Fleuret
Transformers are Sample-Efficient World Models. ICLR (2023)
Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson
HyperMixer: An MLP-based Low Cost Alternative to Transformers. ACL (1) (2023)
Mohammad Mahdi Johari, Camilla Carta, François Fleuret
ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields. CVPR (2023)
Evann Courdier, Prabhu Teja Sivaprasad, François Fleuret
PAUMER: Patch Pausing Transformer for Semantic Segmentation. CoRR (2023)
Bálint Máté, François Fleuret
Learning Interpolations between Boltzmann Densities. Trans. Mach. Learn. Res. 2023 (2023)
Matteo Pagliardini, Daniele Paliotta, Martin Jaggi, François Fleuret
Faster Causal Attention Over Large Sequences Through Sparse Flash Attention. CoRR (2023)
Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models. ICML (2023)
Atul Kumar Sinha, François Fleuret
DeepEMD: A Transformer-based Fast Estimation of the Earth Mover's Distance. CoRR (2023)
Kyle Matoba, Nikolaos Dimitriadis, François Fleuret
Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence. Trans. Mach. Learn. Res. 2023 (2023)
Nikolaos Dimitriadis, François Fleuret, Pascal Frossard
SequeL: A Continual Learning Library in PyTorch and JAX. CoRR (2023)
Matteo Pagliardini, Daniele Paliotta, Martin Jaggi, François Fleuret
Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention. NeurIPS (2023)
Arnaud Pannatier, Kyle Matoba, François Fleuret
Accurate Extrinsic Prediction of Physical Systems Using Transformers. CoRR (2022)
Bálint Máté, Samuel Klein, Tobias Golling, François Fleuret
Flowification: Everything is a normalizing flow. NeurIPS (2022)
Matteo Pagliardini, Martin Jaggi, François Fleuret, Sai Praneeth Karimireddy
Agree to Disagree: Diversity through Disagreement for Better Transferability. CoRR (2022)
Vincent Micheli, Eloi Alonso, François Fleuret
Transformers are Sample Efficient World Models. CoRR (2022)
Mohammad Mahdi Johari, Yann Lepoittevin, François Fleuret
GeoNeRF: Generalizing NeRF with Geometry Priors. CVPR (2022)
Anssi Kanervisto, Stephanie Milani, Karolis Ramanauskas, Nicholay Topin, Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang, Weijun Hong, Zhongyue Huang, Haicheng Chen, Guangjun Zeng, Yue Lin, Vincent Micheli, Eloi Alonso, François Fleuret, Alexander Nikulin, Yury Belousov, Oleg Svidchenko, Aleksei Shpilman
MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned. CoRR (2022)
Bálint Máté, Samuel Klein, Tobias Golling, François Fleuret
Flowification: Everything is a Normalizing Flow. CoRR (2022)
Kyle Matoba, Nikolaos Dimitriadis, François Fleuret
The Theoretical Expressiveness of Maxpooling. CoRR (2022)
Arnaud Pannatier, Ricardo Picatoste, François Fleuret
Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm. SDM (2022)
Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju, François Fleuret
Efficient Training of Low-Curvature Neural Networks. NeurIPS (2022)
Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, Sebastian Pina-Otey, John A. Raine, Tobias Golling, François Fleuret
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics. CoRR (2022)
Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models. CoRR (2022)
Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju, François Fleuret
Flatten the Curve: Efficiently Training Low-Curvature Neural Networks. CoRR (2022)
Evann Courdier, François Fleuret
Borrowing from yourself: Faster future video segmentation with partial channel update. ICPR (2022)
Bálint Máté, François Fleuret
Deformation Theory of Boltzmann Distributions. CoRR (2022)
Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson
HyperMixer: An MLP-based Green AI Alternative to Transformers. CoRR (2022)
Mohammad Mahdi Johari, Camilla Carta, François Fleuret
ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields. CoRR (2022)
Evann Courdier, Prabhu Teja Sivaprasad, François Fleuret
PAUMER: Patch Pausing Transformer for Semantic Segmentation. BMVC (2022)
Evann Courdier, François Fleuret
Borrowing from yourself: Faster future video segmentation with partial channel update. CoRR (2022)
Anssi Kanervisto, Stephanie Milani, Karolis Ramanauskas, Nicholay Topin, Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang, Weijun Hong, Zhongyue Huang, Haicheng Chen, Guangjun Zeng, Yue Lin, Vincent Micheli, Eloi Alonso, François Fleuret, Alexander Nikulin, Yury Belousov, Oleg Svidchenko, Aleksei Shpilman
MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned. NeurIPS (Competition and Demos) (2021)
Bálint Máté, François Fleuret
Priming PCA with EigenGame. CoRR (2021)
Mohammad Mahdi Johari, Camilla Carta, François Fleuret
DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation. ICCV (2021)
Vincent Micheli, François Fleuret
Language Models are Few-Shot Butlers. EMNLP (1) (2021)
Prabhu Teja Sivaprasad, François Fleuret
Test time Adaptation through Perturbation Robustness. CoRR (2021)
Suraj Srinivas, François Fleuret
Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability. ICLR (2021)
Mohammad Mahdi Johari, Yann Lepoittevin, François Fleuret
GeoNeRF: Generalizing NeRF with Geometry Priors. CoRR (2021)
Vincent Micheli, Quentin Heinrich, François Fleuret, Wacim Belblidia
Structural analysis of an all-purpose question answering model. CoRR (2021)
Vincent Micheli, François Fleuret
Language Models are Few-Shot Butlers. CoRR (2021)
Tatjana Chavdarova, Matteo Pagliardini, Sebastian U. Stich, François Fleuret, Martin Jaggi
Taming GANs with Lookahead-Minmax. ICLR (2021)
Prabhu Teja Sivaprasad, François Fleuret
Uncertainty Reduction for Model Adaptation in Semantic Segmentation. CVPR (2021)
Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan, Vasileios-Marios Gkortsas, François Fleuret
Unsupervised clustering of series using dynamic programming and neural processes. CoRR (2021)
Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan, Vasileios-Marios Gkortsas, François Fleuret
Unsupervised clustering of series using dynamic programming. CoRR (2021)
Arnaud Pannatier, Ricardo Picatoste, François Fleuret
Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm. CoRR (2021)
Tatjana Chavdarova, Matteo Pagliardini, Martin Jaggi, François Fleuret
Taming GANs with Lookahead. CoRR (2020)
Vincent Micheli, Karthigan Sinnathamby, François Fleuret
Multi-task Reinforcement Learning with a Planning Quasi-Metric. CoRR (2020)
Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas, François Fleuret
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention. CoRR (2020)
Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi, François Fleuret
Optimizer Benchmarking Needs to Account for Hyperparameter Tuning. ICML (2020)
Evann Courdier, François Fleuret
Real-Time Segmentation Networks Should be Latency Aware. ACCV (1) (2020)
Apoorv Vyas, Angelos Katharopoulos, François Fleuret
Fast Transformers with Clustered Attention. NeurIPS (2020)
Evann Courdier, François Fleuret
Fair Latency-Aware Metric for real-time video segmentation networks. CoRR (2020)
Vincent Micheli, Martin d'Hoffschmidt, François Fleuret
On the importance of pre-training data volume for compact language models. EMNLP (1) (2020)
Apoorv Vyas, Angelos Katharopoulos, François Fleuret
Fast Transformers with Clustered Attention. CoRR (2020)
Suraj Srinivas, François Fleuret
Gradient Alignment in Deep Neural Networks. CoRR (2020)
Vincent Micheli, Martin d'Hoffschmidt, François Fleuret
On the importance of pre-training data volume for compact language models. CoRR (2020)
Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas, François Fleuret
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention. ICML (2020)
Stepan Tulyakov, François Fleuret, Martin Kiefel, Peter V. Gehler, Michael Hirsch
Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo. ICCV (2019)
Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi, François Fleuret
On the Tunability of Optimizers in Deep Learning. CoRR (2019)
Angelos Katharopoulos, François Fleuret
Processing Megapixel Images with Deep Attention-Sampling Models. CoRR (2019)
Suraj Srinivas, François Fleuret
Full-Jacobian Representation of Neural Networks. CoRR (2019)
Angelos Katharopoulos, François Fleuret
Processing Megapixel Images with Deep Attention-Sampling Models. ICML (2019)
Tatjana Chavdarova, Gauthier Gidel, François Fleuret, Simon Lacoste-Julien
Reducing Noise in GAN Training with Variance Reduced Extragradient. NeurIPS (2019)
Suraj Srinivas, François Fleuret
Full-Gradient Representation for Neural Network Visualization. NeurIPS (2019)
Tatjana Chavdarova, Gauthier Gidel, François Fleuret, Simon Lacoste-Julien
Reducing Noise in GAN Training with Variance Reduced Extragradient. CoRR (2019)
Tatjana Chavdarova, Pierre Baqué, Stéphane Bouquet, Andrii Maksai, Cijo Jose, Timur M. Bagautdinov, Louis Lettry, Pascal Fua, Luc Van Gool, François Fleuret
WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection. CVPR (2018)
Pierre Baqué, Edoardo Remelli, François Fleuret, Pascal Fua
Geodesic Convolutional Shape Optimization. CoRR (2018)
Stepan Tulyakov, Anton Ivanov, François Fleuret
Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. CoRR (2018)
Suraj Srinivas, François Fleuret
Knowledge Transfer with Jacobian Matching. ICML (2018)
Cijo Jose, Moustapha Cissé, François Fleuret
Kronecker Recurrent Units. ICLR (Workshop) (2018)
Suraj Srinivas, François Fleuret
Knowledge Transfer with Jacobian Matching. CoRR (2018)
Cijo Jose, Moustapha Cissé, François Fleuret
Kronecker Recurrent Units. ICML (2018)
Angelos Katharopoulos, François Fleuret
Not All Samples Are Created Equal: Deep Learning with Importance Sampling. ICML (2018)
Angelos Katharopoulos, François Fleuret
Not All Samples Are Created Equal: Deep Learning with Importance Sampling. CoRR (2018)
Stepan Tulyakov, Anton Ivanov, François Fleuret
Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. NeurIPS (2018)
Tatjana Chavdarova, François Fleuret
SGAN: An Alternative Training of Generative Adversarial Networks. CVPR (2018)
Pierre Baqué, Edoardo Remelli, François Fleuret, Pascal Fua
Geodesic Convolutional Shape Optimization. ICML (2018)
Cijo Jose, Moustapha Cissé, François Fleuret
Kronecker Recurrent Units. CoRR (2017)
Riwal Lefort, Ludovico Fusco, Olivier Pertz, François Fleuret
Machine learning-based tools to model and to remove the off-target effect. Pattern Anal. Appl. 20 (1) (2017)
Samaneh Abbasi-Sureshjani, Behdad Dashtbozorg, Bart M. ter Haar Romeny, François Fleuret
Boosted Exudate Segmentation in Retinal Images Using Residual Nets. FIFI/OMIA@MICCAI (2017)
Pierre Baqué, François Fleuret, Pascal Fua
Multi-modal Mean-Fields via Cardinality-Based Clamping. CVPR (2017)
Andrii Maksai, Xinchao Wang, François Fleuret, Pascal Fua
Non-Markovian Globally Consistent Multi-object Tracking. ICCV (2017)
Pierre Baqué, François Fleuret, Pascal Fua
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection. CoRR (2017)
James Newling, François Fleuret
A Sub-Quadratic Exact Medoid Algorithm. AISTATS (2017)
Tatjana Chavdarova, François Fleuret
SGAN: An Alternative Training of Generative Adversarial Networks. CoRR (2017)
Tatjana Chavdarova, François Fleuret
Deep Multi-camera People Detection. ICMLA (2017)
Stepan Tulyakov, Anton Ivanov, Nicolas Thomas, Victoria Roloff, Antoine Pommerol, Gabriele Cremonese, Thomas Weigel, François Fleuret
Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

François Fleuret