François Fleuret

204 papers A* 54A 9B 3C 4Misc 1Journal 100Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Laminating Representation Autoencoders for Efficient Diffusion. CoRR Ramón Calvo González, François Fleuret
2026	J	`jnl`	Leveraging the True Depth of LLMs. Trans. Mach. Learn. Res. Ramón Calvo González, Daniele Paliotta, Matteo Pagliardini, Martin Jaggi, François Fleuret
2025	J	`jnl`	CWM: An Open-Weights LLM for Research on Code Generation with World Models. CoRR FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram H. Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter W. O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve
2025	J	`jnl`	End-to-End Optimal Detector Design with Mutual Information Surrogates. CoRR Kinga Anna Wozniak, Stephen Mulligan, Jan Kieseler, Markus Klute, François Fleuret, Tobias Golling
2025	J	`jnl`	End-to-end optimal detector design with mutual information surrogates. Mach. Learn. Sci. Technol. Kinga Anna Wozniak, Stephen Mulligan, Jan Kieseler, Markus Klute, François Fleuret, Tobias Golling
2025	J	`jnl`	Leveraging the true depth of LLMs. CoRR Ramón Calvo González, Daniele Paliotta, Matteo Pagliardini, Martin Jaggi, François Fleuret
2025	A*	`conf`	LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging. ICLR Ke Wang, Nikolaos Dimitriadis, Alessandro Favero, Guillermo Ortiz-Jiménez, François Fleuret, Pascal Frossard
2025	A*	`conf`	Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences. ICLR Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
2025	J	`jnl`	The Free Transformer. CoRR François Fleuret
2025	J	`jnl`	Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners. CoRR Daniele Paliotta, Junxiong Wang, Matteo Pagliardini, Kevin Y. Li, Aviv Bick, J. Zico Kolter, Albert Gu, François Fleuret, Tri Dao
2024	—	`conf`	DeepEMD: A Transformer-Based Fast Estimation of the Earth Mover's Distance. ICPR (4) Atul Kumar Sinha, François Fleuret
2024	A*	`conf`	DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging. NeurIPS Matteo Pagliardini, Amirkeivan Mohtashami, François Fleuret, Martin Jaggi
2024	J	`jnl`	DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging. CoRR Matteo Pagliardini, Amirkeivan Mohtashami, François Fleuret, Martin Jaggi
2024	A*	`conf`	Diffusion for World Modeling: Visual Details Matter in Atari. NeurIPS Eloi Alonso, Adam Jelley, Vincent Micheli, Anssi Kanervisto, Amos J. Storkey, Tim Pearce, François Fleuret
2024	J	`jnl`	Diffusion for World Modeling: Visual Details Matter in Atari. CoRR Eloi Alonso, Adam Jelley, Vincent Micheli, Anssi Kanervisto, Amos J. Storkey, Tim Pearce, François Fleuret
2024	A*	`conf`	Efficient World Models with Context-Aware Tokenization. ICML Vincent Micheli, Eloi Alonso, François Fleuret
2024	J	`jnl`	Efficient World Models with Context-Aware Tokenization. CoRR Vincent Micheli, Eloi Alonso, François Fleuret
2024	J	`jnl`	Inference from Real-World Sparse Measurements. Trans. Mach. Learn. Res. Arnaud Pannatier, Kyle Matoba, François Fleuret
2024	J	`jnl`	LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging. CoRR Ke Wang, Nikolaos Dimitriadis, Alessandro Favero, Guillermo Ortiz-Jiménez, François Fleuret, Pascal Frossard
2024	A*	`conf`	Localizing Task Information for Improved Model Merging and Compression. ICML Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jiménez, François Fleuret, Pascal Frossard
2024	J	`jnl`	Localizing Task Information for Improved Model Merging and Compression. CoRR Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jiménez, François Fleuret, Pascal Frossard
2024	J	`jnl`	Multi-Lattice Sampling of Quantum Field Theories via Neural Operator-based Flows. CoRR Bálint Máté, François Fleuret
2024	J	`jnl`	Multi-lattice sampling of quantum field theories via neural operator-based flows. Mach. Learn. Sci. Technol. Bálint Máté, François Fleuret
2024	J	`jnl`	Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models. CoRR Bálint Máté, François Fleuret, Tristan Bereau
2024	J	`jnl`	Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences. CoRR Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
2024	J	`jnl`	Solvation Free Energies from Neural Thermodynamic Integration. CoRR Bálint Máté, François Fleuret, Tristan Bereau
2024	J	`jnl`	{\sigma}-GPTs: A New Approach to Autoregressive Models. CoRR Arnaud Pannatier, Evann Courdier, François Fleuret
2024	—	`conf`	σ-GPTs: A New Approach to Autoregressive Models. ECML/PKDD (7) Arnaud Pannatier, Evann Courdier, François Fleuret
2023	A*	`conf`	Agree to Disagree: Diversity through Disagreement for Better Transferability. ICLR Matteo Pagliardini, Martin Jaggi, François Fleuret, Sai Praneeth Karimireddy
2023	J	`jnl`	Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence. Trans. Mach. Learn. Res. Kyle Matoba, Nikolaos Dimitriadis, François Fleuret
2023	J	`jnl`	DeepEMD: A Transformer-based Fast Estimation of the Earth Mover's Distance. CoRR Atul Kumar Sinha, François Fleuret
2023	A*	`conf`	ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields. CVPR Mohammad Mahdi Johari, Camilla Carta, François Fleuret
2023	A*	`conf`	Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention. NeurIPS Matteo Pagliardini, Daniele Paliotta, Martin Jaggi, François Fleuret
2023	J	`jnl`	Faster Causal Attention Over Large Sequences Through Sparse Flash Attention. CoRR Matteo Pagliardini, Daniele Paliotta, Martin Jaggi, François Fleuret
2023	J	`jnl`	Graph Neural Networks Go Forward-Forward. CoRR Daniele Paliotta, Mathieu Alain, Bálint Máté, François Fleuret
2023	B	`conf`	Human control redressed: Comparing AI and human predictability in a real-effort task. CogSci Serhiy Kandul, Vincent Micheli, Juliane Beck, Thomas Burri, François Fleuret, Markus Kneer, Markus Christen
2023	—	`conf`	HyperMixer: An MLP-based Low Cost Alternative to Transformers. ACL (1) Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson
2023	J	`jnl`	Learning Deformation Trajectories of Boltzmann Densities. CoRR Bálint Máté, François Fleuret
2023	J	`jnl`	Learning Interpolations between Boltzmann Densities. Trans. Mach. Learn. Res. Bálint Máté, François Fleuret
2023	J	`jnl`	PAUMER: Patch Pausing Transformer for Semantic Segmentation. CoRR Evann Courdier, Prabhu Teja Sivaprasad, François Fleuret
2023	A*	`conf`	Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models. ICML Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
2023	A*	`conf`	SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics. NeurIPS Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, John A. Raine, Tobias Golling, François Fleuret
2023	J	`jnl`	SequeL: A Continual Learning Library in PyTorch and JAX. CoRR Nikolaos Dimitriadis, François Fleuret, Pascal Frossard
2023	A*	`conf`	Transformers are Sample-Efficient World Models. ICLR Vincent Micheli, Eloi Alonso, François Fleuret
2022	J	`jnl`	Accurate Extrinsic Prediction of Physical Systems Using Transformers. CoRR Arnaud Pannatier, Kyle Matoba, François Fleuret
2022	J	`jnl`	Agree to Disagree: Diversity through Disagreement for Better Transferability. CoRR Matteo Pagliardini, Martin Jaggi, François Fleuret, Sai Praneeth Karimireddy
2022	B	`conf`	Borrowing from yourself: Faster future video segmentation with partial channel update. ICPR Evann Courdier, François Fleuret
2022	J	`jnl`	Borrowing from yourself: Faster future video segmentation with partial channel update. CoRR Evann Courdier, François Fleuret
2022	J	`jnl`	Deformation Theory of Boltzmann Distributions. CoRR Bálint Máté, François Fleuret
2022	J	`jnl`	ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields. CoRR Mohammad Mahdi Johari, Camilla Carta, François Fleuret
2022	A*	`conf`	Efficient Training of Low-Curvature Neural Networks. NeurIPS Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju, François Fleuret
2022	A	`conf`	Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm. SDM Arnaud Pannatier, Ricardo Picatoste, François Fleuret
2022	J	`jnl`	Flatten the Curve: Efficiently Training Low-Curvature Neural Networks. CoRR Suraj Srinivas, Kyle Matoba, Himabindu Lakkaraju, François Fleuret
2022	J	`jnl`	Flowification: Everything is a Normalizing Flow. CoRR Bálint Máté, Samuel Klein, Tobias Golling, François Fleuret
2022	A*	`conf`	Flowification: Everything is a normalizing flow. NeurIPS Bálint Máté, Samuel Klein, Tobias Golling, François Fleuret
2022	A*	`conf`	GeoNeRF: Generalizing NeRF with Geometry Priors. CVPR Mohammad Mahdi Johari, Yann Lepoittevin, François Fleuret
2022	J	`jnl`	HyperMixer: An MLP-based Green AI Alternative to Transformers. CoRR Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, François Fleuret, James Henderson
2022	J	`jnl`	MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned. CoRR 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
2022	A	`conf`	PAUMER: Patch Pausing Transformer for Semantic Segmentation. BMVC Evann Courdier, Prabhu Teja Sivaprasad, François Fleuret
2022	J	`jnl`	Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models. CoRR Nikolaos Dimitriadis, Pascal Frossard, François Fleuret
2022	J	`jnl`	SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics. CoRR Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, Sebastian Pina-Otey, John A. Raine, Tobias Golling, François Fleuret
2022	J	`jnl`	The Theoretical Expressiveness of Maxpooling. CoRR Kyle Matoba, Nikolaos Dimitriadis, François Fleuret
2022	J	`jnl`	Transformers are Sample Efficient World Models. CoRR Vincent Micheli, Eloi Alonso, François Fleuret
2021	A*	`conf`	DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation. ICCV Mohammad Mahdi Johari, Camilla Carta, François Fleuret
2021	J	`jnl`	Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm. CoRR Arnaud Pannatier, Ricardo Picatoste, François Fleuret
2021	J	`jnl`	GeoNeRF: Generalizing NeRF with Geometry Priors. CoRR Mohammad Mahdi Johari, Yann Lepoittevin, François Fleuret
2021	—	`conf`	Language Models are Few-Shot Butlers. EMNLP (1) Vincent Micheli, François Fleuret
2021	J	`jnl`	Language Models are Few-Shot Butlers. CoRR Vincent Micheli, François Fleuret
2021	—	`conf`	MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned. NeurIPS (Competition and Demos) 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
2021	J	`jnl`	Priming PCA with EigenGame. CoRR Bálint Máté, François Fleuret
2021	A*	`conf`	Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability. ICLR Suraj Srinivas, François Fleuret
2021	J	`jnl`	Structural analysis of an all-purpose question answering model. CoRR Vincent Micheli, Quentin Heinrich, François Fleuret, Wacim Belblidia
2021	A*	`conf`	Taming GANs with Lookahead-Minmax. ICLR Tatjana Chavdarova, Matteo Pagliardini, Sebastian U. Stich, François Fleuret, Martin Jaggi
2021	J	`jnl`	Test time Adaptation through Perturbation Robustness. CoRR Prabhu Teja Sivaprasad, François Fleuret
2021	A*	`conf`	Uncertainty Reduction for Model Adaptation in Semantic Segmentation. CVPR Prabhu Teja Sivaprasad, François Fleuret
2021	J	`jnl`	Unsupervised clustering of series using dynamic programming and neural processes. CoRR Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan, Vasileios-Marios Gkortsas, François Fleuret
2021	J	`jnl`	Unsupervised clustering of series using dynamic programming. CoRR Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan, Vasileios-Marios Gkortsas, François Fleuret
2020	J	`jnl`	Fair Latency-Aware Metric for real-time video segmentation networks. CoRR Evann Courdier, François Fleuret
2020	A*	`conf`	Fast Transformers with Clustered Attention. NeurIPS Apoorv Vyas, Angelos Katharopoulos, François Fleuret
2020	J	`jnl`	Fast Transformers with Clustered Attention. CoRR Apoorv Vyas, Angelos Katharopoulos, François Fleuret
2020	J	`jnl`	Gradient Alignment in Deep Neural Networks. CoRR Suraj Srinivas, François Fleuret
2020	J	`jnl`	Multi-task Reinforcement Learning with a Planning Quasi-Metric. CoRR Vincent Micheli, Karthigan Sinnathamby, François Fleuret
2020	—	`conf`	On the importance of pre-training data volume for compact language models. EMNLP (1) Vincent Micheli, Martin d'Hoffschmidt, François Fleuret
2020	J	`jnl`	On the importance of pre-training data volume for compact language models. CoRR Vincent Micheli, Martin d'Hoffschmidt, François Fleuret
2020	A*	`conf`	Optimizer Benchmarking Needs to Account for Hyperparameter Tuning. ICML Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi, François Fleuret
2020	—	`conf`	Real-Time Segmentation Networks Should be Latency Aware. ACCV (1) Evann Courdier, François Fleuret
2020	J	`jnl`	Taming GANs with Lookahead. CoRR Tatjana Chavdarova, Matteo Pagliardini, Martin Jaggi, François Fleuret
2020	A*	`conf`	Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention. ICML Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas, François Fleuret
2020	J	`jnl`	Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention. CoRR Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas, François Fleuret
2019	A*	`conf`	Full-Gradient Representation for Neural Network Visualization. NeurIPS Suraj Srinivas, François Fleuret
2019	J	`jnl`	Full-Jacobian Representation of Neural Networks. CoRR Suraj Srinivas, François Fleuret
2019	A*	`conf`	Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo. ICCV Stepan Tulyakov, François Fleuret, Martin Kiefel, Peter V. Gehler, Michael Hirsch
2019	J	`jnl`	On the Tunability of Optimizers in Deep Learning. CoRR Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi, François Fleuret
2019	A*	`conf`	Processing Megapixel Images with Deep Attention-Sampling Models. ICML Angelos Katharopoulos, François Fleuret
2019	J	`jnl`	Processing Megapixel Images with Deep Attention-Sampling Models. CoRR Angelos Katharopoulos, François Fleuret
2019	A*	`conf`	Reducing Noise in GAN Training with Variance Reduced Extragradient. NeurIPS Tatjana Chavdarova, Gauthier Gidel, François Fleuret, Simon Lacoste-Julien
2019	J	`jnl`	Reducing Noise in GAN Training with Variance Reduced Extragradient. CoRR Tatjana Chavdarova, Gauthier Gidel, François Fleuret, Simon Lacoste-Julien
2018	A*	`conf`	Geodesic Convolutional Shape Optimization. ICML Pierre Baqué, Edoardo Remelli, François Fleuret, Pascal Fua
2018	J	`jnl`	Geodesic Convolutional Shape Optimization. CoRR Pierre Baqué, Edoardo Remelli, François Fleuret, Pascal Fua
2018	A*	`conf`	Knowledge Transfer with Jacobian Matching. ICML Suraj Srinivas, François Fleuret
2018	J	`jnl`	Knowledge Transfer with Jacobian Matching. CoRR Suraj Srinivas, François Fleuret
2018	—	`conf`	Kronecker Recurrent Units. ICLR (Workshop) Cijo Jose, Moustapha Cissé, François Fleuret
2018	A*	`conf`	Kronecker Recurrent Units. ICML Cijo Jose, Moustapha Cissé, François Fleuret
2018	A*	`conf`	Not All Samples Are Created Equal: Deep Learning with Importance Sampling. ICML Angelos Katharopoulos, François Fleuret
2018	J	`jnl`	Not All Samples Are Created Equal: Deep Learning with Importance Sampling. CoRR Angelos Katharopoulos, François Fleuret
2018	A*	`conf`	Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. NeurIPS Stepan Tulyakov, Anton Ivanov, François Fleuret
2018	J	`jnl`	Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. CoRR Stepan Tulyakov, Anton Ivanov, François Fleuret
2018	A*	`conf`	SGAN: An Alternative Training of Generative Adversarial Networks. CVPR Tatjana Chavdarova, François Fleuret
2018	A*	`conf`	WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection. CVPR Tatjana Chavdarova, Pierre Baqué, Stéphane Bouquet, Andrii Maksai, Cijo Jose, Timur M. Bagautdinov, Louis Lettry, Pascal Fua, Luc Van Gool, François Fleuret
2017	A	`conf`	A Sub-Quadratic Exact Medoid Algorithm. AISTATS James Newling, François Fleuret
2017	J	`jnl`	Biased Importance Sampling for Deep Neural Network Training. CoRR Angelos Katharopoulos, François Fleuret
2017	—	`conf`	Boosted Exudate Segmentation in Retinal Images Using Residual Nets. FIFI/OMIA@MICCAI Samaneh Abbasi-Sureshjani, Behdad Dashtbozorg, Bart M. ter Haar Romeny, François Fleuret
2017	C	`conf`	Deep Multi-camera People Detection. ICMLA Tatjana Chavdarova, François Fleuret
2017	J	`jnl`	Deep Multi-camera People Detection. CoRR Tatjana Chavdarova, François Fleuret
2017	J	`jnl`	Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection. CoRR Pierre Baqué, François Fleuret, Pascal Fua
2017	A*	`conf`	Deep Occlusion Reasoning for Multi-camera Multi-target Detection. ICCV Pierre Baqué, François Fleuret, Pascal Fua
2017	J	`jnl`	Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter. CoRR Stepan Tulyakov, Anton Ivanov, Nicolas Thomas, Victoria Roloff, Antoine Pommerol, Gabriele Cremonese, Thomas Weigel, François Fleuret
2017	—	`conf`	K-Medoids For K-Means Seeding. NIPS James Newling, François Fleuret
2017	J	`jnl`	Kronecker Recurrent Units. CoRR Cijo Jose, Moustapha Cissé, François Fleuret
2017	J	`jnl`	Machine learning-based tools to model and to remove the off-target effect. Pattern Anal. Appl. Riwal Lefort, Ludovico Fusco, Olivier Pertz, François Fleuret
2017	A*	`conf`	Multi-modal Mean-Fields via Cardinality-Based Clamping. CVPR Pierre Baqué, François Fleuret, Pascal Fua
2017	A*	`conf`	Non-Markovian Globally Consistent Multi-object Tracking. ICCV Andrii Maksai, Xinchao Wang, François Fleuret, Pascal Fua
2017	J	`jnl`	SGAN: An Alternative Training of Generative Adversarial Networks. CoRR Tatjana Chavdarova, François Fleuret
2017	A*	`conf`	Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition. CVPR Timur M. Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese
2017	J	`jnl`	The WILDTRACK Multi-Camera Person Dataset. CoRR Tatjana Chavdarova, Pierre Baqué, Stéphane Bouquet, Andrii Maksai, Cijo Jose, Louis Lettry, Pascal Fua, Luc Van Gool, François Fleuret
2017	A*	`conf`	Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction. ICCV Stepan Tulyakov, Anton Ivanov, François Fleuret
2016	J	`jnl`	A Sub-Quadratic Exact Medoid Algorithm. CoRR James Newling, François Fleuret
2016	J	`jnl`	Adaptive relevance feedback for large-scale image retrieval. Multim. Tools Appl. Nicolae Suditu, François Fleuret
2016	A*	`conf`	Fast k-means with accurate bounds. ICML James Newling, François Fleuret
2016	J	`jnl`	Fast k-means with accurate bounds. CoRR James Newling, François Fleuret
2016	J	`jnl`	Globally Consistent Multi-People Tracking using Motion Patterns. CoRR Andrii Maksai, Xinchao Wang, François Fleuret, Pascal Fua
2016	A*	`conf`	Importance Sampling Tree for Large-scale Empirical Expectation. ICML Olivier Canévet, Cijo Jose, François Fleuret
2016	J	`jnl`	Jointly Informative Feature Selection Made Tractable by Gaussian Modeling. J. Mach. Learn. Res. Leonidas Lefakis, François Fleuret
2016	J	`jnl`	K-Medoids For K-Means Seeding. CoRR James Newling, François Fleuret
2016	A*	`conf`	Large Scale Hard Sample Mining with Monte Carlo Tree Search. CVPR Olivier Canévet, François Fleuret
2016	J	`jnl`	Multi-Modal Mean-Fields via Cardinality-Based Clamping. CoRR Pierre Baqué, François Fleuret, Pascal Fua
2016	—	`conf`	Nested Mini-Batch K-Means. NIPS James Newling, François Fleuret
2016	J	`jnl`	Predicting the dynamics of 2d objects with a deep residual network. CoRR François Fleuret
2016	A*	`conf`	Principled Parallel Mean-Field Inference for Discrete Random Fields. CVPR Pierre Baqué, Timur M. Bagautdinov, François Fleuret, Pascal Fua
2016	—	`conf`	Scalable Metric Learning via Weighted Approximate Rank Component Analysis. ECCV (5) Cijo Jose, François Fleuret
2016	J	`jnl`	Scalable Metric Learning via Weighted Approximate Rank Component Analysis. CoRR Cijo Jose, François Fleuret
2016	J	`jnl`	Semi-supervised learning of deep metrics for stereo reconstruction. CoRR Stepan Tulyakov, Anton Ivanov, François Fleuret
2016	J	`jnl`	Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition. CoRR Timur M. Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese
2016	J	`jnl`	Tracking Interacting Objects Using Intertwined Flows. IEEE Trans. Pattern Anal. Mach. Intell. Xinchao Wang, Engin Türetken, François Fleuret, Pascal Fua
2016	J	`jnl`	Turbocharging Mini-Batch K-Means. CoRR James Newling, François Fleuret
2015	J	`jnl`	A provably convergent alternating minimization method for mean field inference. CoRR Pierre Baqué, Jean-Hubert Hours, François Fleuret, Pascal Fua
2015	—	`conf`	Kullback-Leibler Proximal Variational Inference. NIPS Mohammad E. Khan, Pierre Baqué, François Fleuret, Pascal Fua
2015	J	`jnl`	Principled Parallel Mean-Field Inference for Discrete Random Fields. CoRR Pierre Baqué, Timur M. Bagautdinov, François Fleuret, Pascal Fua
2015	A*	`conf`	Probability occupancy maps for occluded depth images. CVPR Timur M. Bagautdinov, François Fleuret, Pascal Fua
2014	J	`jnl`	Adaptive sampling for large scale boosting. J. Mach. Learn. Res. Charles Dubout, François Fleuret
2014	A*	`conf`	Dynamic Programming Boosting for Discriminative Macro-Action Discovery. ICML Leonidas Lefakis, François Fleuret
2014	C	`conf`	Efficient Sample Mining for Object Detection. ACML Olivier Canévet, François Fleuret
2014	A	`conf`	Jointly Informative Feature Selection. AISTATS Leonidas Lefakis, François Fleuret
2014	—	`conf`	LETHA: Learning from High Quality Inputs for 3D Pose Estimation in Low Quality Images. 3DV Adrián Peñate Sánchez, Francesc Moreno-Noguer, Juan Andrade-Cetto, François Fleuret
2014	J	`jnl`	Multi-Commodity Network Flow for Tracking Multiple People. IEEE Trans. Pattern Anal. Mach. Intell. Horesh Ben Shitrit, Jérôme Berclaz, François Fleuret, Pascal Fua
2014	—	`ch.`	Re-identification for Improved People Tracking. Person Re-Identification François Fleuret, Horesh Ben Shitrit, Pascal Fua
2014	C	`conf`	Sample Distillation for Object Detection and Image Classification. ACML Olivier Canévet, Leonidas Lefakis, François Fleuret
2014	—	`conf`	Tracking Interacting Objects Optimally Using Integer Programming. ECCV (1) Xinchao Wang, Engin Türetken, François Fleuret, Pascal Fua
2013	—	`conf`	Accelerated Training of Linear Object Detectors. CVPR Workshops Charles Dubout, François Fleuret
2013	A	`conf`	Deformable Part Models with Individual Part Scaling. BMVC Charles Dubout, François Fleuret
2013	A*	`conf`	Fast Object Detection with Entropy-Driven Evaluation. CVPR Raphael Sznitman, Carlos J. Becker, François Fleuret, Pascal Fua
2013	—	`conf`	Reservoir Boosting : Between Online and Offline Ensemble Learning. NIPS Leonidas Lefakis, François Fleuret
2013	J	`jnl`	treeKL: A distance between high dimension empirical distributions. Pattern Recognit. Lett. Riwal Lefort, François Fleuret
2012	J	`jnl`	A Real-Time Deformable Detector. IEEE Trans. Pattern Anal. Mach. Intell. Karim Ali, François Fleuret, David Hasler, Pascal Fua
2012	Misc	`conf`	A tree-based distance between distributions: Application to classification of neurons. ICASSP Riwal Lefort, François Fleuret
2012	—	`conf`	Exact Acceleration of Linear Object Detectors. ECCV (3) Charles Dubout, François Fleuret
2012	A	`conf`	Iterative relevance feedback with adaptive exploration/exploitation trade-off. CIKM Nicolae Suditu, François Fleuret
2012	—	`conf`	Macro-action Discovery Based on Change Point Detection and Boosting. ICMLA (1) Leonidas Lefakis, François Fleuret
2011	—	`conf`	Boosting with Maximum Adaptive Sampling. NIPS Charles Dubout, François Fleuret
2011	J	`jnl`	Comparing machines and humans on a visual categorization test. Proc. Natl. Acad. Sci. USA François Fleuret, Ting Li, Charles Dubout, Emma K. Wampler, Steven Yantis, Donald Geman
2011	A*	`conf`	FlowBoost - Appearance learning from sparsely annotated video. CVPR Karim Ali, David Hasler, François Fleuret
2011	A*	`conf`	HEAT: Iterative relevance feedback with one million images. ICCV Nicolae Suditu, François Fleuret
2011	J	`jnl`	Multiple Object Tracking Using K-Shortest Paths Optimization. IEEE Trans. Pattern Anal. Mach. Intell. Jérôme Berclaz, François Fleuret, Engin Türetken, Pascal Fua
2011	A*	`conf`	Tasting families of features for image classification. ICCV Charles Dubout, François Fleuret
2011	—	`conf`	The MASH Project. ECML/PKDD (3) François Fleuret, Philip Abbet, Charles Dubout, Leonidas Lefakis
2011	A*	`conf`	Tracking multiple people under global appearance constraints. ICCV Horesh Ben Shitrit, Jérôme Berclaz, François Fleuret, Pascal Fua
2010	A*	`conf`	Delineating trees in noisy 2D images and 3D image-stacks. CVPR Germán González, Engin Türetken, François Fleuret, Pascal Fua
2010	—	`conf`	Joint Cascade Optimization Using A Product Of Boosted Classifiers. NIPS Leonidas Lefakis, François Fleuret
2009	J	`jnl`	Classification-Based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation. IEEE Trans. Pattern Anal. Mach. Intell. Ali Shahrokni, Tom Drummond, François Fleuret, Pascal Fua
2009	A*	`conf`	Joint pose estimator and feature learning for object detection. ICCV Karim Ali, François Fleuret, David Hasler, Pascal Fua
2009	A*	`conf`	Learning rotational features for filament detection. CVPR Germán González, François Fleuret, Pascal Fua
2009	J	`jnl`	Multi-layer boosting for pattern recognition. Pattern Recognit. Lett. François Fleuret
2009	—	`conf`	Steerable Features for Statistical 3D Dendrite Detection. MICCAI (1) Germán González, François Aguet, François Fleuret, Michael Unser, Pascal Fua
2008	—	`conf`	Automated Delineation of Dendritic Networks in Noisy Image Stacks. ECCV (4) Germán González, François Fleuret, Pascal Fua
2008	—	`conf`	Multi-camera Tracking and Atypical Motion Detection with Behavioral Maps. ECCV (3) Jérôme Berclaz, François Fleuret, Pascal Fua
2008	J	`jnl`	Multicamera People Tracking with a Probabilistic Occupancy Map. IEEE Trans. Pattern Anal. Mach. Intell. François Fleuret, Jérôme Berclaz, Richard Lengagne, Pascal Fua
2008	—	`conf`	Principled Detection-by-Classification From Multiple Views. VISAPP (2) Jérôme Berclaz, François Fleuret, Pascal Fua
2007	A*	`conf`	Occam's Hammer. COLT Gilles Blanchard, François Fleuret
2007	A	`conf`	Robust Multi-View Change Detection. BMVC Alessandro Lanza, Luigi Di Stefano, Jérôme Berclaz, François Fleuret, Pascal Fua
2006	—	`conf`	Feature Harvesting for Tracking-by-Detection. ECCV (3) Mustafa Özuysal, Vincent Lepetit, François Fleuret, Pascal Fua
2006	J	`jnl`	Occam's hammer: a link between randomized learning and multiple testing FDR control CoRR Gilles Blanchard, François Fleuret
2006	—	`conf`	Robust People Tracking with Global Trajectory Optimization. CVPR (1) Jérôme Berclaz, François Fleuret, Pascal Fua
2005	C	`conf`	A Bayesian kernel for the prediction of neuron properties from binary gene profiles. ICMLA François Fleuret, Wulfram Gerstner
2005	A	`conf`	Classifier-based Contour Tracking for Rigid and Deformable Objects. BMVC Ali Shahrokni, François Fleuret, Pascal Fua
2005	A*	`conf`	Fixed Point Probability Field for Complex Occlusion Handling. ICCV François Fleuret, Richard Lengagne, Pascal Fua
2005	—	`conf`	Pattern Recognition from One Example by Chopping. NIPS François Fleuret, Gilles Blanchard
2005	—	`conf`	The GCS Kernel for SVM-Based Image Recognition. ICANN (2) Sabri Boughorbel, Jean-Philippe Tarel, François Fleuret, Nozha Boujemaa
2004	—	`conf`	Automatic textual annotation of video news based on semantic visual object extraction. Storage and Retrieval Methods and Applications for Multimedia Nozha Boujemaa, François Fleuret, Valérie Gouet, Hichem Sahbi
2004	J	`jnl`	Fast Binary Feature Selection with Conditional Mutual Information. J. Mach. Learn. Res. François Fleuret
2004	A	`conf`	Non-Mercer Kernels for SVM Object Recognition. BMVC Sabri Boughorbel, Jean-Philippe Tarel, François Fleuret
2002	—	`conf`	Fast Face Detection with Precise Pose Estimation. ICPR (1) François Fleuret, Donald Geman
2002	B	`conf`	Theoretical properties of functional Multi Layer Perceptrons. ESANN Fabrice Rossi, Brieuc Conan-Guez, François Fleuret
2001	J	`jnl`	Coarse-to-Fine Face Detection. Int. J. Comput. Vis. François Fleuret, Donald Geman
2000	J	`jnl`	DEA: An Architecture for Goal Planning and Classification. Neural Comput. François Fleuret, Eric Brunet