Semantic Regions Recognition in UAV Images Sequence. - Stéphane Lathuilière; Hai Vu; Thi-Lan Le; Thanh-Hai Tran 001; Dinh Tan Hung (KSE, 2014)

Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation. - Stéphane Lathuilière; Rémi Juge; Pablo Mesejo; Rafael Muñoz-Salinas; Radu Horaud (CVPR, 2017)

Recognition of Group Activities in Videos Based on Single-and Two-Person Descriptors. - Stéphane Lathuilière; Georgios D. Evangelidis; Radu Horaud (WACV, 2017)

Neural Network Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction. - Stéphane Lathuilière; Benoit Massé; Pablo Mesejo; Radu Horaud (CoRR, 2017)

Deformable GANs for Pose-Based Human Image Generation. - Aliaksandr Siarohin; Enver Sangineto; Stéphane Lathuilière; Nicu Sebe (CVPR, 2018)

DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. - Stéphane Lathuilière; Pablo Mesejo; Xavier Alameda-Pineda; Radu Horaud (ECCV (5), 2018)

Depression Severity Estimation from Multiple Modalities. - Evgeny A. Stepanov; Stéphane Lathuilière; Shammur Absar Chowdhury; Arindam Ghosh 004; Radu-Laurentiu Vieriu; Nicu Sebe; Giuseppe Riccardi (HealthCom, 2018)

Deep Reinforcement Learning for Audio-Visual Gaze Control. - Stéphane Lathuilière; Benoit Massé; Pablo Mesejo; Radu Horaud (IROS, 2018)

Deep Regression Models and Computer Vision Applications for Multi-Person Human-Robot Interaction. (Modèles profonds de regression et applications à la vision par ordinateur pour l'interaction homme-robot). - Stéphane Lathuilière (2018)

Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation. - Andrea Pilzer; Stéphane Lathuilière; Nicu Sebe; Elisa Ricci 001 (CVPR, 2019)

Animating Arbitrary Objects via Deep Motion Transfer. - Aliaksandr Siarohin; Stéphane Lathuilière; Sergey Tulyakov; Elisa Ricci 001; Nicu Sebe (CVPR, 2019)

Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View. - Benoit Massé; Stéphane Lathuilière; Pablo Mesejo; Radu Horaud (FG, 2019)

Budget-Aware Adapters for Multi-Domain Learning. - Rodrigo Ferreira Berriel; Stéphane Lathuilière; Moin Nabi; Tassilo Klein; Thiago Oliveira-Santos; Nicu Sebe; Elisa Ricci 001 (ICCV, 2019)

First Order Motion Model for Image Animation. - Aliaksandr Siarohin; Stéphane Lathuilière; Sergey Tulyakov; Elisa Ricci 001; Nicu Sebe (NeurIPS, 2019)

Camera Adversarial Transfer for Unsupervised Person Re-Identification. - Guillaume Delorme 002; Xavier Alameda-Pineda; Stéphane Lathuilière; Radu Horaud (CoRR, 2019)

Online Adaptation through Meta-Learning for Stereo Depth Estimation. - Zhenyu Zhang 005; Stéphane Lathuilière; Andrea Pilzer; Nicu Sebe; Elisa Ricci 001; Jian Yang 003 (CoRR, 2019)

Neural network based reinforcement learning for audio-visual gaze control in human-robot interaction. - Stéphane Lathuilière; Benoit Massé; Pablo Mesejo; Radu Horaud (Pattern Recognit. Lett., 2019)

SF-UDA3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection. - Cristiano Saltori; Stéphane Lathuilière; Nicu Sebe; Elisa Ricci 001; Fabio Galasso (3DV, 2020)

Online Depth Learning Against Forgetting in Monocular Videos. - Zhenyu Zhang 005; Stéphane Lathuilière; Elisa Ricci 001; Nicu Sebe; Yan Yan 002; Jian Yang 003 (CVPR, 2020)

Online Continual Learning Under Extreme Memory Constraints. - Enrico Fini; Stéphane Lathuilière; Enver Sangineto; Moin Nabi; Elisa Ricci 001 (ECCV (28), 2020)

Learning to Cluster Under Domain Shift. - Willi Menapace; Stéphane Lathuilière; Elisa Ricci 001 (ECCV (28), 2020)

CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification. - Guillaume Delorme 002; Yihong Xu; Stéphane Lathuilière; Radu Horaud; Xavier Alameda-Pineda (ICPR, 2020)

Learning Visual Voice Activity Detection with an Automatically Annotated Dataset. - Sylvain Guy; Stéphane Lathuilière; Pablo Mesejo; Radu Horaud (ICPR, 2020)

Multi-Domain Image-to-Image Translation with Adaptive Inference Graph. - The-Phuc Nguyen; Stéphane Lathuilière; Elisa Ricci 001 (ICPR, 2020)

Motion-supervised Co-Part Segmentation. - Aliaksandr Siarohin; Subhankar Roy; Stéphane Lathuilière; Sergey Tulyakov; Elisa Ricci 001; Nicu Sebe (ICPR, 2020)

DR2S: Deep Regression with Region Selection for Camera Quality Evaluation. - Marcelin Tworski; Stéphane Lathuilière; Salim Belkarfa; Attilio Fiandrotti; Marco Cagnazzo (ICPR, 2020)

Attention-based Fusion for Multi-source Human Image Generation. - Stéphane Lathuilière; Enver Sangineto; Aliaksandr Siarohin; Nicu Sebe (WACV, 2020)

A Comprehensive Analysis of Deep Regression. - Stéphane Lathuilière; Pablo Mesejo; Xavier Alameda-Pineda; Radu Horaud (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Progressive Fusion for Unsupervised Binocular Depth Estimation Using Cycled Networks. - Andrea Pilzer; Stéphane Lathuilière; Dan Xu 002; Mihai Marian Puscas; Elisa Ricci 001; Nicu Sebe (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Playable Video Generation. - Willi Menapace; Stéphane Lathuilière; Sergey Tulyakov; Aliaksandr Siarohin; Elisa Ricci 001 (CVPR, 2021)

Ultra-Low Bitrate Video Conferencing Using Deep Image Animation. - Goluck Konuko; Giuseppe Valenzise; Stéphane Lathuilière (ICASSP, 2021)

Click to Move: Controlling Video Generation with Sparse Motion. - Pierfrancesco Ardino; Marco De Nadai; Bruno Lepri; Elisa Ricci 001; Stéphane Lathuilière (ICCV, 2021)

A Unified Objective for Novel Class Discovery. - Enrico Fini; Enver Sangineto; Stéphane Lathuilière; Zhun Zhong; Moin Nabi; Elisa Ricci 001 (ICCV, 2021)

HEMP: High-order entropy minimization for neural network compression. - Enzo Tartaglione; Stéphane Lathuilière; Attilio Fiandrotti; Marco Cagnazzo; Marco Grangetto (Neurocomputing, 2021)

Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs. - Aliaksandr Siarohin; Stéphane Lathuilière; Enver Sangineto; Nicu Sebe (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Hybrid dual stream blender for wide baseline view synthesis. - Nour Hobloss; Lu Zhang 037; Stéphane Lathuilière; Marco Cagnazzo; Attilio Fiandrotti (Signal Process. Image Commun., 2021)

Playable Environments: Video Manipulation in Space and Time. - Willi Menapace; Stéphane Lathuilière; Aliaksandr Siarohin; Christian Theobalt; Sergey Tulyakov; Vladislav Golyanik; Elisa Ricci 001 (CVPR, 2022)

Online Unsupervised Domain Adaptation for Person Re-identification. - Hamza Rami; Matthieu Ospici; Stéphane Lathuilière (CVPR Workshops, 2022)

Unifying Conditional and Unconditional Semantic Image Synthesis with OCO-GAN. - Marlène Careil; Stéphane Lathuilière; Camille Couprie; Jakob Verbeek (ECCV Workshops (2), 2022)

Custom Structure Preservation in Face Aging. - Guillermo Gomez-Trenado; Stéphane Lathuilière; Pablo Mesejo; Oscar Cordón (ECCV (16), 2022)

GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation. - Cristiano Saltori; Evgeny Krivosheev; Stéphane Lathuilière; Nicu Sebe; Fabio Galasso; Giuseppe Fiameni; Elisa Ricci 001; Fabio Poiesi (ECCV (33), 2022)

A Hybrid Deep Animation Codec for Low-Bitrate Video Conferencing. - Goluck Konuko; Stéphane Lathuilière; Giuseppe Valenzise (ICIP, 2022)

Face Aging via Diffusion-based Editing. - Xiangyi Chen; Stéphane Lathuilière (BMVC, 2023)

One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models. - Yasser Benigmim; Subhankar Roy; Slim Essid; Vicky Kalogeiton; Stéphane Lathuilière (CVPR Workshops, 2023)

Few-shot Semantic Image Synthesis with Class Affinity Transfer. - Marlène Careil; Jakob Verbeek; Stéphane Lathuilière (CVPR, 2023)

Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation. - Tianyu Li; Subhankar Roy; Huayi Zhou 001; Hongtao Lu 001; Stéphane Lathuilière (CVPR Workshops, 2023)

Test Your Samples Jointly: Pseudo-Reference for Image Quality Evaluation. - Marcelin Tworski; Stéphane Lathuilière (ICASSP, 2023)

Zero-shot spatial layout conditioning for text-to-image diffusion models. - Guillaume Couairon; Marlène Careil; Matthieu Cord; Stéphane Lathuilière; Jakob Verbeek (ICCV, 2023)

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation. - Giacomo Zara; Alessandro Conti; Subhankar Roy; Stéphane Lathuilière; Paolo Rota; Elisa Ricci 001 (ICCV, 2023)

Predictive Coding for Animation-Based Video Compression. - Goluck Konuko; Stéphane Lathuilière; Giuseppe Valenzise (ICIP, 2023)

Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation. - Yangsong Zhang; Subhankar Roy; Hongtao Lu 001; Elisa Ricci 001; Stéphane Lathuilière (WACV, 2023)

Plotting Behind the Scenes: Towards Learnable Game Engines. - Willi Menapace; Aliaksandr Siarohin; Stéphane Lathuilière; Panos Achlioptas; Vladislav Golyanik; Elisa Ricci 001; Sergey Tulyakov (CoRR, 2023)

Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation. - Imad Eddine Marouf; Subhankar Roy; Enzo Tartaglione; Stéphane Lathuilière (CoRR, 2023)

Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning. - Thomas De Min; Massimiliano Mancini; Stéphane Lathuilière; Subhankar Roy; Elisa Ricci 001 (CoLLAs, 2024)

Collaborating Foundation Models for Domain Generalized Semantic Segmentation. - Yasser Benigmim; Subhankar Roy; Slim Essid; Vicky Kalogeiton; Stéphane Lathuilière (CVPR, 2024)

Weighted Ensemble Models Are Strong Continual Learners. - Imad Eddine Marouf; Subhankar Roy; Enzo Tartaglione; Stéphane Lathuilière (ECCV (71), 2024)

Privacy-Preserving Adaptive Re-Identification Without Image Transfer. - Hamza Rami; Jhony H. Giraldo; Nicolas Winckler; Stéphane Lathuilière (ECCV (52), 2024)

Towards image compression with perfect realism at ultra-low bitrates. - Marlène Careil; Matthew J. Muckley; Jakob Verbeek; Stéphane Lathuilière (ICLR, 2024)

OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras. - Muhammad Rameez Ur Rahman; Jhony H. Giraldo; Indro Spinelli; Stéphane Lathuilière; Fabio Galasso (ICPR (16), 2024)

An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching. - Hugo Malard; Michel Olvera; Stéphane Lathuilière; Slim Essid (NeurIPS, 2024)

Mini but Mighty: Finetuning ViTs with Mini Adapters. - Imad Eddine Marouf; Enzo Tartaglione; Stéphane Lathuilière (WACV, 2024)

Source-Guided Similarity Preservation for Online Person Re-Identification. - Hamza Rami; Jhony H. Giraldo; Nicolas Winckler; Stéphane Lathuilière (WACV, 2024)

One-Shot Unlearning of Personal Identities. - Thomas De Min; Subhankar Roy; Massimiliano Mancini; Stéphane Lathuilière; Elisa Ricci 001 (CoRR, 2024)

Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing. - Ekaterina Iakovleva; Fabio Pizzati; Philip Torr 001; Stéphane Lathuilière (CoRR, 2024)

An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment. - Hugo Malard; Michel Olvera; Stéphane Lathuilière; Slim Essid (CoRR, 2024)

TACO: Training-free Sound Prompted Segmentation via Deep Audio-visual CO-factorization. - Hugo Malard; Michel Olvera; Stéphane Lathuilière; Slim Essid (CoRR, 2024)

Promptable Game Models: Text-guided Game Simulation via Masked Diffusion Models. - Willi Menapace; Aliaksandr Siarohin; Stéphane Lathuilière; Panos Achlioptas; Vladislav Golyanik; Sergey Tulyakov; Elisa Ricci 001 (ACM Trans. Graph., 2024)

Unlearning Personal Data from a Single Image. - Thomas De Min; Massimiliano Mancini; Stéphane Lathuilière; Subhankar Roy; Elisa Ricci 001 (Trans. Mach. Learn. Res., 2025)

Autoregressive GAN for Semantic Unconditional Head Motion Generation. - Louis Airale; Xavier Alameda-Pineda; Stéphane Lathuilière; Dominique Vaufreydaz (ACM Trans. Multim. Comput. Commun. Appl., 2025)

No Images, No Problem: Retaining Knowledge in Continual VQA with Questions-Only Memory. - Imad Eddine Marouf; Enzo Tartaglione; Stéphane Lathuilière; Joost van de Weijer 001 (CoRR, 2025)

Group-robust Machine Unlearning. - Thomas De Min; Subhankar Roy; Stéphane Lathuilière; Elisa Ricci 001; Massimiliano Mancini (CoRR, 2025)

Di[M]O: Distilling Masked Diffusion Models into One-step Generator. - Yuanzhi Zhu; Xi Wang 024; Stéphane Lathuilière; Vicky Kalogeiton (CoRR, 2025)

Don't Forget Your Inverse DDIM for Image Editing. - Guillermo Gomez-Trenado; Pablo Mesejo; Oscar Cordón; Stéphane Lathuilière (IEEE Comput. Intell. Mag., 2025)