Stéphane LATHUILIERE

Stéphane LATHUILIERE

Stéphane LATHUILIERE

Visiteur

Personnel INRIA Permanent

Site Ampère

Bureau : B352

Biographie

(à compléter)

Publications / Travaux


58 documents

Articles dans une revue9 documents

  • Guillermo Gomez-Trenado, Pablo Mesejo, Oscar Cordón, Stéphane Lathuilière. Don’t Forget Your Inverse DDIM for Image Editing. IEEE Computational Intelligence Magazine, 2025, 20 (3), pp.10-18. ⟨10.1109/MCI.2025.3563859⟩. ⟨hal-05460458⟩
  • Thomas de Min, Subhankar Roy, Stéphane Lathuilière, Elisa Ricci, Massimiliano Mancini. Group-robust Machine Unlearning. Transactions on Machine Learning Research , 2025, ⟨10.48550/arXiv.2503.09330⟩. ⟨hal-05460442⟩
  • Thomas de Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci. Unlearning Personal Data from a Single Image. Transactions on Machine Learning Research , 2025. ⟨hal-05460450⟩
  • Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière, Dominique Vaufreydaz. Autoregressive GAN for Semantic Unconditional Head Motion Generation. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 21 (1), pp.14:1-14. ⟨10.1145/3635154⟩. ⟨hal-03833759v3⟩
  • Enzo Tartaglione, Stéphane Lathuilière, Attilio Fiandrotti, Marco Cagnazzo, Marco Grangetto. HEMP: High-order entropy minimization for neural network compression. Neurocomputing, 2021, 461, pp.244-253. ⟨10.1016/j.neucom.2021.07.022⟩. ⟨hal-03335988⟩
  • Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud. A Comprehensive Analysis of Deep Regression. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 42 (9), pp.2065-2081. ⟨10.1109/TPAMI.2019.2910523⟩. ⟨hal-01754839⟩
  • Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, et al.. Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 42 (10), pp.2380-2395. ⟨10.1109/TPAMI.2019.2942928⟩. ⟨hal-02369187⟩
  • Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe. Appearance and Pose-Conditioned Human Image Generation using Deformable GANs. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019. ⟨hal-02878359⟩
  • Stéphane Lathuilière, Benoît Massé, Pablo Mesejo, Radu Horaud. Neural Network Based Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction. Pattern Recognition Letters, 2019, 118, pp.61-71. ⟨10.1016/j.patrec.2018.05.023⟩. ⟨hal-01643775v2⟩

Communications dans un congrès48 documents

  • Samir Sadok, Stéphane Lathuilière, Xavier Alameda-Pineda. Residual Tokens Enhance Masked Autoencoders For Speech Modeling. ICASSP 2026 – 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2026, Barcelona, France. pp.14447-14451, ⟨10.1109/ICASSP55912.2026.11464180⟩. ⟨hal-05489200⟩
  • Yuanzhi Zhu, Xi Wang, Stéphane Lathuilière, Vicky Kalogeiton. Soft-Di[M]O: Improving One-Step Discrete Image Generation with Soft Embeddings. ICLR 2026 – Fourteenth International Conference on Learning Representations, Apr 2026, Rio De Janeiro, Brazil. ⟨hal-05566623⟩
  • Yuanzhi Zhu, Xi Wang, Stéphane Lathuilière, Vicky Kalogeiton. Di[M]O: Distilling Masked Diffusion Models into One-step Generator. 2025 International Conference on Computer Vision (ICCV 2025), Oct 2025, Hawaii, United States. ⟨hal-05413533⟩
  • Imad Eddine Marouf, Enzo Tartaglione, Stéphane Lathuilière, Joost van de Weijer. Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering. ICCV 2025 – International Conference on Computer Vision, Oct 2025, Honolulu, United States. pp.1-13. ⟨hal-05460430⟩
  • Imad Eddine Marouf, Subhankar Roy, Stéphane Lathuilière, Enzo Tartaglione. Enhancing Plasticity for First Session Adaptation Continual Learning. 4th Conference on Lifelong Learning Agents, CoLLAs 2025, Aug 2025, Philadelphia (Pennsylvania), United States. ⟨hal-05653454⟩
  • Muhammad Rameez Ur Rahman, Jhony H. Giraldo, Indro Spinelli, Stéphane Lathuilière, Fabio Galasso. OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras. 27 th International Conference on Pattern Recognition (ICPR), Dec 2024, Kolkata, INDIA, India. pp.18-33, ⟨10.1007/978-3-031-78444-6_2⟩. ⟨hal-04794160⟩
  • Imad Eddine Marouf, Subhankar Roy, Enzo Tartaglione, Stéphane Lathuilière. Weighted Ensemble Models Are Strong Continual Learners. 18th European Conference on Computer Vision ECCV 2024, Sep 2024, Milan, Italy. pp.306-324, ⟨10.1007/978-3-031-73209-6_18⟩. ⟨hal-04794134⟩
  • Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière. Privacy-Preserving Adaptive Re-Identification without Image Transfer. 18th European Conference on Computer Vision ECCV 2024, Sep 2024, Milan, Italy. pp.95-111, ⟨10.1007/978-3-031-72943-0_6⟩. ⟨hal-04794154⟩
  • Thomas de Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci. Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning. CoLLAs 2024 : 3rd Conference on Lifelong Learning Agents, Jul 2024, Pisa (Italy), Italy. ⟨hal-04794149⟩
  • Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière. Collaborating Foundation Models for Domain Generalized Semantic Segmentation. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024, Jun 2024, Seattle, WA, United States. pp.3108-3119, ⟨10.1109/CVPR52733.2024.00300⟩. ⟨hal-04611902⟩
  • Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière. Source-Guided Similarity Preservation for Online Person Re-Identification. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024, Waikoloa, United States. pp.1700-1709, ⟨10.1109/WACV57701.2024.00173⟩. ⟨hal-04541703⟩
  • Imad Eddine Marouf, Enzo Tartaglione, Stéphane Lathuilière. Mini but Mighty: Finetuning ViTs with Mini Adapters. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024, Waikoloa, HI, USA, United States. pp.1721-1730, ⟨10.1109/WACV57701.2024.00175⟩. ⟨hal-04365041⟩
  • Marlène Careil, Matthew J. Muckley, Jakob Verbeek, Stéphane Lathuilière. Towards image compression with perfect realism at ultra-low bitrates. International Conference on Learning Representations ICLR 2024, 2024, Vienne (AUT), Austria. ⟨hal-04794111⟩
  • Goluck Konuko, Stéphane Lathuilière, Giuseppe Valenzise. Predictive Coding for Animation-Based Video Compression. International Conference on Image Processing (ICIP’2023), Oct 2023, Kuala Lumpur (Malaysia), Malaysia. ⟨10.1109/icip49359.2023.10222205⟩. ⟨hal-04243836⟩
  • Giacomo Zara, Alessandro Conti, Subhankar Roy, Stéphane Lathuilière, Paolo Rota, et al.. The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation. International Conference on Computer Vision, Oct 2023, Paris, France. ⟨hal-04205043⟩
  • Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière. One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models. IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision, Jun 2023, vancouver, Canada. pp.698-708, ⟨10.1109/CVPRW59228.2023.00077⟩. ⟨hal-04205024⟩
  • Tianyu Li, Subhankar Roy, Huayi Zhou, Hongtao Lu, Stéphane Lathuilière. Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023, Vancouver, Canada. ⟨hal-04205019⟩
  • Yangsong Zhang, Subhankar Roy, Hongtao Lu, Elisa Ricci, Stéphane Lathuilière. Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation. IEEE/CVF Winter Conference on Applications of Computer Vision, 2023, Hawaii, United States. ⟨hal-04205015⟩
  • Marcelin Tworski, Stéphane Lathuilière. Test your samples jointly: Pseudo-reference for image quality evaluation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, Rodes, Greece. ⟨hal-04205029⟩
  • Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek. Zero-shot spatial layout conditioning for text-to-image diffusion models. International Conference on Computer Vision, 2023, Paris, France. ⟨hal-04205039⟩
  • Marlène Careil, Jakob Verbeek, Stéphane Lathuilière. Few-shot Semantic Image Synthesis with Class Affinity Transfer. IEEE Conference on Computer Vision and Pattern Recognition, 2023, Vancouver (BC), Canada. ⟨hal-04205025⟩
  • Xiangyi Chen, Stéphane Lathuilière. Face Aging via Diffusion-based Editing. BMVC, 2023, Aberdeen (Ecosse), France. ⟨hal-04794105⟩
  • Goluck Konuko, Stéphane Lathuilière, Giuseppe Valenzise. A Hybrid Deep Animation Codec for Low-Bitrate Video Conferencing. 29th IEEE International Conference on Image Processing, ICIP 2022, Oct 2022, Bordeaux, France. ⟨hal-03720713v2⟩
  • Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, et al.. GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation. European Conference on Computer Vision, 2022, tel aviv, Israel. ⟨hal-04205006⟩
  • Marlène Careil, Stéphane Lathuilière, Camille Couprie, Jakob Verbeek. Unifying conditional and unconditional semantic image synthesis with OCO-GAN. European Conference on Computer Vision workshops, 2022, tel aviv, France. ⟨hal-04205011⟩
  • Guillermo Gomez-Trenado, Stéphane Lathuilière, Pablo Mesejo, Óscar Cordón. Custom Structure Preservation in Face Aging. European Conference on Computer Vision, 2022, Tel AViv, Israel. ⟨hal-04205001⟩
  • Willi Menapace, Stéphane Lathuilière, Aliaksandr Siarohin, Christian Theobalt, Sergey Tulyakov, et al.. Playable Environments: Video Manipulation in Space and Time. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022, New orleans, USA, United States. pp.116366. ⟨hal-04204984⟩
  • Hamza Rami, Matthieu Ospici, Stéphane Lathuilière. Online Unsupervised Domain Adaptation for Person Re-identification. IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR-W) on Continual Learning in Computer Vision, 2022, New orleans, USA, United States. ⟨hal-04204997⟩
  • Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi, et al.. A Unified Objective for Novel Class Discovery. International Conference on Computer Vision, Oct 2021, virtual, France. ⟨hal-03335979⟩
  • Pierfrancesco Ardino, Marco de Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière. Click to Move: Controlling Video Generation with Sparse Motion. International Conference on Computer Vision, Oct 2021, Online, France. ⟨hal-03335971⟩
  • Goluck Konuko, Giuseppe Valenzise, Stéphane Lathuilière. Ultra-low bitrate video conferencing using deep image animation. ICASSP 2021 – 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. ⟨10.1109/icassp39728.2021.9414731⟩. ⟨hal-03138045v2⟩
  • The-Phuc Nguyen, Stéphane Lathuilière, Elisa Ricci. Multi-Domain Image-to-Image Translation with Adaptive Inference Graph. International Conference on Pattern Recognition (ICPR 2020), Jan 2021, Milano, France. ⟨hal-03108387⟩
  • Marcelin Tworski, Stéphane Lathuilière, Salim Belkarfa, Attilio Fiandrotti, Marco Cagnazzo. DR2S : Deep Regression with Region Selection for Camera Quality Evaluation. International Conference on Pattern Recognition (ICPR 2020), Jan 2021, Milano, Italy. ⟨hal-03108408⟩
  • Sylvain Guy, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud. Learning Visual Voice Activity Detection with an Automatically Annotated Dataset. ICPR 2020 – 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4851-4856, ⟨10.1109/ICPR48806.2021.9412884⟩. ⟨hal-02882229v4⟩
  • Guillaume Delorme, Yihong Xu, Stéphane Lathuilière, Radu Horaud, Xavier Alameda-Pineda. CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification. ICPR 2020 – 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4428-4435, ⟨10.1109/ICPR48806.2021.9412431⟩. ⟨hal-02882285⟩
  • Willi Menapace, Stéphane Lathuilière, Sergey Tulyakov, Aliaksandr Siarohin, Elisa Ricci. Playable Video Generation. IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021, Nashville (Tenessee), United States. ⟨hal-04204969⟩
  • Cristiano Saltori, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci, Fabio Galasso. SF-UDA$^{3D}$: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection. International Conference on 3D Vision, Nov 2020, Fukuoka, Japan. ⟨hal-03108401⟩
  • Willi Menapace, Stéphane Lathuilière, Elisa Ricci. Learning to Cluster under Domain Shift. European Conference on Computer Vision, Aug 2020, Edinburgh, United Kingdom. ⟨hal-02941938⟩
  • Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci. Online Continual Learning under Extreme Memory Constraints. European Conference on Computer Vision, Aug 2020, edinburgh, United Kingdom. ⟨hal-02941923⟩
  • Zhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan, et al.. Online Depth Learning Against Forgetting in Monocular Videos. IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2020, Seattle, United States. ⟨hal-02941952⟩
  • Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe. Attention-based Fusion for Multi-source Human Image Generation. IEEE Winter Conference on Applications of Computer Vision, Mar 2020, Snowmass village, United States. ⟨hal-02369194⟩
  • Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe. First Order Motion Model for Image Animation. Advances in Neural Information Processing Systems 32 (NeurIPS), Dec 2019, Vancouver (Canada), Canada. ⟨hal-04347801⟩
  • Benoit Massé, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud. Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View. FG 2019 – 14th IEEE International Conference on Automatic Face and Gesture Recognition, May 2019, Lille, France. pp.1-8, ⟨10.1109/FG.2019.8756555⟩. ⟨hal-02054236⟩
  • Stéphane Lathuilière, Benoit Massé, Pablo Mesejo, Radu Horaud. Deep Reinforcement Learning for Audio-Visual Gaze Control. IROS 2018 – IEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2018, Madrid, Spain. pp.1555-1562, ⟨10.1109/IROS.2018.8594327⟩. ⟨hal-01851738⟩
  • Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud. DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. ECCV 2018 – European Conference on Computer Vision, Sep 2018, Munich, Germany. pp.205-221, ⟨10.1007/978-3-030-01228-1_13⟩. ⟨hal-01851511⟩
  • Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, Nicu Sebe. Deformable GANs for Pose-based Human Image Generation. IEEE Conference on Computer Vision and Pattern Recognition, Jun 2018, Salt Lake City, United States. pp.3408-3416, ⟨10.1109/CVPR.2018.00359⟩. ⟨hal-01761539⟩
  • Stéphane Lathuilière, Rémi Juge, Pablo Mesejo, Rafael Muñoz-Salinas, Radu Horaud. Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation. IEEE Conference on Computer Vision and Pattern Recognition, Jul 2017, Honolulu, Hawaii, United States. pp.7149-7157, ⟨10.1109/CVPR.2017.756⟩. ⟨hal-01504847⟩
  • Stéphane Lathuilière, Georgios Evangelidis, Radu Horaud. Recognition of Group Activities in Videos Based on Single- and Two-Person Descriptors. IEEE Winter Conference on Applications of Computer Vision, Mar 2017, Santa Rosa, CA, United States. pp.217-225, ⟨10.1109/WACV.2017.31⟩. ⟨hal-01430732⟩

Pré-publications, Documents de travail1 document

  • Yasser Benigmim, Subhankar Roy, Khalid Oublal, Imad Eddine Marouf, Slim Essid, et al.. Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation. 2025. ⟨hal-05325213⟩

Documents récupérés de l’archive ouverte HAL logo

Contact

field is required
field is required
field is required

Restez Connectés

facebook linkedin youtube
Logo GIOSA-lab Pied de Page

11 rue des Mathématiques             

38402 Saint-Martin-d’Hères

Horaires d'Ouverture

Lun – Ven : 7:30 – 19:00

Téléphone 33 (0)4 76 82 71 31

Liens Utiles

Newsletter du GIPSA-lab

La newsletter GIPSA-lab apporte des informations sur les activités et la vie du laboratoire (À venir).

GIPSA-lab - Service SI-Web © 2026 Tous droits réservés.