| 2025 | CVPR | MUSt3R: Multi-view Network for Stereo 3D Reconstruction. | Yohann Cabon, Lucas Stoffl, Leonid Antsfeld, Gabriela Csurka, Boris Chidlovskii, Jrme Revaud, Vincent Leroy |
| 2025 | CVPR | Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach. | Steeven Janny, Herv Poirier, Leonid Antsfeld, Guillaume Bono, Gianluca Monaci, Boris Chidlovskii, Francesco Giuliari, Alessio Del Bue, Christian Wolf |
| 2025 | ICCV | PanSt3R: Multi-View Consistent Panoptic Segmentation. | Lojze Zust, Yohann Cabon, Juliette Marrie, Leonid Antsfeld, Boris Chidlovskii, Jrme Revaud, Gabriela Csurka |
| 2024 | CVPR | Learning to Navigate Efficiently and Precisely in Real Environments. | Guillaume Bono, Herv Poirier, Leonid Antsfeld, Gianluca Monaci, Boris Chidlovskii, Christian Wolf |
| 2024 | CVPR | DUSt3R: Geometric 3D Vision Made Easy. | Shuzhe Wang, Vincent Leroy, Yohann Cabon, Boris Chidlovskii, Jrme Revaud |
| 2024 | ICLR | End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon. | Guillaume Bono, Leonid Antsfeld, Boris Chidlovskii, Philippe Weinzaepfel, Christian Wolf |
| 2024 | ICRA | Self-supervised Pretraining and Finetuning for Monocular Depth and Visual Odometry. | Leonid Antsfeld, Boris Chidlovskii |
| 2023 | ICCV | CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. | Philippe Weinzaepfel, Thomas Lucas, Vincent Leroy, Yohann Cabon, Vaibhav Arora, Romain Brgier, Gabriela Csurka, Leonid Antsfeld, Boris Chidlovskii, Jrme Revaud |
| 2023 | IROS | Learning Whom to Trust in Navigation: Dynamically Switching Between Classical and Neural Planning. | Sombit Dey, Assem Sadek, Gianluca Monaci, Boris Chidlovskii, Christian Wolf |
| 2023 | ICRA | Multi-Object Navigation in real environments using hybrid policies. | Assem Sadek, Guillaume Bono, Boris Chidlovskii, Atilla Baskurt, Christian Wolf |
| 2022 | CVPR | PUMP: Pyramidal and Uniqueness Matching Priors for Unsupervised Learning of Local Descriptors. | Jrme Revaud, Vincent Leroy, Philippe Weinzaepfel, Boris Chidlovskii |
| 2022 | ICRA | An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments. | Assem Sadek, Guillaume Bono, Boris Chidlovskii, Christian Wolf |
| 2021 | IPIN | Magnetic Field Sensing for Pedestrian and Robot Indoor Positioning. | Leonid Antsfeld, Boris Chidlovskii |
| 2020 | ECCV | Adversarial Transfer of Pose Estimation Regression. | Boris Chidlovskii, Assem Sadek |
| 2020 | IROS | Self-Supervised Attention Learning for Depth and Ego-motion Estimation. | Assem Sadek, Boris Chidlovskii |
| 2020 | SENSYS | Magnetic sensor based indoor positioning by multi-channel deep regression: poster abstract. | Leonid Antsfeld, Boris Chidlovskii, Dmitrii Borisov |
| 2019 | CVPR | Learning Common Representation From RGB and Depth Images. | Giorgio Giannone, Boris Chidlovskii |
| 2019 | IPIN | Semi-supervised Variational Autoencoder for WiFi Indoor Localization. | Boris Chidlovskii, Leonid Antsfeld |
| 2016 | ACL | A Domain Adaptation Regularization for Denoising Autoencoders. | Stphane Clinchant, Gabriela Csurka, Boris Chidlovskii |
| 2016 | ACL | Transductive Adaptation of Black Box Predictions. | Stphane Clinchant, Boris Chidlovskii, Gabriela Csurka |
| 2016 | ECCV | Unsupervised Domain Adaptation with Regularized Domain Instance Denoising. | Gabriela Csurka, Boris Chidlovskii, Stphane Clinchant, Sophia Michel |
| 2016 | KDD | Domain Adaptation in the Absence of Source Domain Data. | Boris Chidlovskii, Stphane Clinchant, Gabriela Csurka |
| 2015 | DSAA | Learning urban users' choices to improve trip recommendations. | Boris Chidlovskii |
| 2015 | ICML | Improved Trip Planning by Learning from Travelers' Choices. | Boris Chidlovskii |
| 2014 | ECCV | Domain Adaptation with a Domain Specific Class Means Classifier. | Gabriela Csurka, Boris Chidlovskii, Florent Perronnin |
| 2013 | WSDM | Connecting comments and tags: improved modeling of social tagging systems. | Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian D. Davison, Cdric Archambeau, Guillaume Bouchard |
| 2011 | DocEng | Local metric learning for tag recommendation in social networks. | Boris Chidlovskii, Aymen Benzarti |
| 2010 | ICMLA | Boosting Multi-Task Weak Learners with Applications to Textual and Social Data. | Jean Baptiste Faddoul, Boris Chidlovskii, Fabien Torre, Rmi Gilleron |
| 2010 | WWW | Multi-modality in one-class classification. | Matthijs Hovelynck, Boris Chidlovskii |
| 2010 | SAC | Scalable indexing for layout based document retrieval and ranking. | Loc Lecerf, Boris Chidlovskii |
| 2009 | ICDAR | Scalable Feature Extraction from Noisy Documents. | Loc Lecerf, Boris Chidlovskii |
| 2008 | SAC | Stacked dependency networks for layout document structuring. | Boris Chidlovskii, Loc Lecerf |
| 2008 | SAC | Semi-supervised visual clustering for spherical coordinates systems. | Boris Chidlovskii, Loc Lecerf |
| 2006 | DocEng | ALDAI: active learning documents annotation interface. | Boris Chidlovskii, Jrme Fuselier, Loc Lecerf |
| 2006 | DocEng | Document annotation by active learning techniques. | Loc Lecerf, Boris Chidlovskii |
| 2006 | SIGMOD | Documentum ECI self-repairing wrappers: performance analysis. | Boris Chidlovskii, Bruno Roustant, Marc Brette |
| 2005 | DocEng | A web-based document harmonization and annotation chain: from PDF to RDF. | Thierry Jacquin, Olivier Fambon, Boris Chidlovskii |
| 2005 | IJCAI | A Probabilistic Learning Method for XML Annotation of Documents. | Boris Chidlovskii, Jrme Fuselier |
| 2004 | DocEng | Supervised learning for the legacy document conversion. | Boris Chidlovskii, Jrme Fuselier |
| 2004 | SAC | Learning query languages of Web interfaces. | Andr Bergholz, Boris Chidlovskii |
| 2003 | DocEng | A structural adviser for the XML document authoring. | Boris Chidlovskii |
| 2003 | IJCAI | Information Extraction from Tree Documents by Learning Subtree Delimiters. | Boris Chidlovskii |
| 2003 | SIGIR | Using Query Probing to Identify Query Language Features on the Web. | Andr Bergholz, Boris Chidlovskii |
| 2003 | WISE | Crawling for Domain-Specific Hidden Web Resources. | Andr Bergholz, Boris Chidlovskii |
| 2002 | ICTAI | Automatic Repairing of Web Wrappers by Combining Redundant Views. | Boris Chidlovskii |
| 1999 | DASFAA | Approximation Techniques for Indexing Two-Dimensional Constraint Databases. | Elisa Bertino, Barbara Catania, Boris Chidlovskii |
| 1999 | ICDE | Indexing Constraint Databases by Using a Dual Representation. | Elisa Bertino, Barbara Catania, Boris Chidlovskii |
| 1998 | IDEAS | Query Translation for Distributed Information Gathering on the Web. | Boris Chidlovskii, Uwe M. Borghoff |
| 1997 | ICDE | The Constraint-Based Knowledge Broker System. | Jean-Marc Andreoli, Uwe M. Borghoff, Pierre-Yves Chevalier, Boris Chidlovskii, Remo Pareschi, Jutta Willamowski |