Stéphane Lathuilière

According to our database, Stéphane Lathuilière authored at least 59 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Source-Guided Similarity Preservation for Online Person Re-Identification.

Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Mini but Mighty: Finetuning ViTs with Mini Adapters.

Imad Eddine Marouf, Enzo Tartaglione, Stéphane Lathuilière

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Collaborating Foundation models for Domain Generalized Semantic Segmentation.

Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière

CoRR, 2023

Weighted Ensemble Models Are Strong Continual Learners.

Imad Eddine Marouf, Subhankar Roy, Enzo Tartaglione, Stéphane Lathuilière

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

Towards image compression with perfect realism at ultra-low bitrates.

Marlène Careil, Matthew J. Muckley, Jakob Verbeek, Stéphane Lathuilière

CoRR, 2023

Plotting Behind the Scenes: Towards Learnable Game Engines.

Willi Menapace, Aliaksandr Siarohin, Stéphane Lathuilière, Panos Achlioptas, Vladislav Golyanik, Elisa Ricci, Sergey Tulyakov

CoRR, 2023

Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation.

Yangsong Zhang, Subhankar Roy, Hongtao Lu, Elisa Ricci, Stéphane Lathuilière

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Predictive Coding for Animation-Based Video Compression.

Goluck Konuko, Stéphane Lathuilière, Giuseppe Valenzise

Proceedings of the IEEE International Conference on Image Processing, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Zero-shot spatial layout conditioning for text-to-image diffusion models.

Guillaume Couairon, Marlène Careil, Matthieu Cord, Stéphane Lathuilière, Jakob Verbeek

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Test Your Samples Jointly: Pseudo-Reference for Image Quality Evaluation.

Marcelin Tworski, Stéphane Lathuilière

Proceedings of the IEEE International Conference on Acoustics, 2023

Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation.

Tianyu Li, Subhankar Roy, Huayi Zhou, Hongtao Lu, Stéphane Lathuilière

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Few-shot Semantic Image Synthesis with Class Affinity Transfer.

Marlène Careil, Jakob Verbeek, Stéphane Lathuilière

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models.

Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Face Aging via Diffusion-based Editing.

Xiangyi Chen, Stéphane Lathuilière

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Autoregressive GAN for Semantic Unconditional Head Motion Generation.

Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière, Dominique Vaufreydaz

CoRR, 2022

Ultra-Low Bitrate Video Conferencing Using Deep Image Animation.

Goluck Konuko, Giuseppe Valenzise, Stéphane Lathuilière

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Hybrid Deep Animation Codec for Low-Bitrate Video Conferencing.

Goluck Konuko, Stéphane Lathuilière, Giuseppe Valenzise

Proceedings of the 2022 IEEE International Conference on Image Processing, 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, Fabio Poiesi

Proceedings of the Computer Vision - ECCV 2022, 2022

Custom Structure Preservation in Face Aging.

Guillermo Gomez-Trenado, Stéphane Lathuilière, Pablo Mesejo, Oscar Cordón

Proceedings of the Computer Vision - ECCV 2022, 2022

Unifying Conditional and Unconditional Semantic Image Synthesis with OCO-GAN.

Marlène Careil, Stéphane Lathuilière, Camille Couprie, Jakob Verbeek

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Online Unsupervised Domain Adaptation for Person Re-identification.

Hamza Rami, Matthieu Ospici, Stéphane Lathuilière

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Playable Environments: Video Manipulation in Space and Time.

Willi Menapace, Stéphane Lathuilière, Aliaksandr Siarohin, Christian Theobalt, Sergey Tulyakov, Vladislav Golyanik, Elisa Ricci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Hybrid dual stream blender for wide baseline view synthesis.

Nour Hobloss, Lu Zhang, Stéphane Lathuilière, Marco Cagnazzo, Attilio Fiandrotti

Signal Process. Image Commun., 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

HEMP: High-order entropy minimization for neural network compression.

Enzo Tartaglione, Stéphane Lathuilière, Attilio Fiandrotti, Marco Cagnazzo, Marco Grangetto

Neurocomputing, 2021

A Unified Objective for Novel Class Discovery.

Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi, Elisa Ricci

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Click to Move: Controlling Video Generation with Sparse Motion.

Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Playable Video Generation.

Willi Menapace, Stéphane Lathuilière, Sergey Tulyakov, Aliaksandr Siarohin, Elisa Ricci

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Progressive Fusion for Unsupervised Binocular Depth Estimation Using Cycled Networks.

Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe

IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Comprehensive Analysis of Deep Regression.

Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Attention-based Fusion for Multi-source Human Image Generation.

Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

DR2S: Deep Regression with Region Selection for Camera Quality Evaluation.

Marcelin Tworski, Stéphane Lathuilière, Salim Belkarfa, Attilio Fiandrotti, Marco Cagnazzo

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Motion-supervised Co-Part Segmentation.

Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Multi-Domain Image-to-Image Translation with Adaptive Inference Graph.

The-Phuc Nguyen, Stéphane Lathuilière, Elisa Ricci

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning Visual Voice Activity Detection with an Automatically Annotated Dataset.

Sylvain Guy, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud

Proceedings of the 25th International Conference on Pattern Recognition, 2020

CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification.

Guillaume Delorme, Yihong Xu, Stéphane Lathuilière, Radu Horaud, Xavier Alameda-Pineda

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Cluster Under Domain Shift.

Willi Menapace, Stéphane Lathuilière, Elisa Ricci

Proceedings of the Computer Vision - ECCV 2020, 2020

Online Continual Learning Under Extreme Memory Constraints.

Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci

Proceedings of the Computer Vision - ECCV 2020, 2020

Online Depth Learning Against Forgetting in Monocular Videos.

Zhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan, Jian Yang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SF-UDA^3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection.

Cristiano Saltori, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci, Fabio Galasso

Proceedings of the 8th International Conference on 3D Vision, 2020

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

Online Adaptation through Meta-Learning for Stereo Depth Estimation.

Zhenyu Zhang, Stéphane Lathuilière, Andrea Pilzer, Nicu Sebe, Elisa Ricci, Jian Yang

CoRR, 2019

Camera Adversarial Transfer for Unsupervised Person Re-Identification.

Guillaume Delorme, Xavier Alameda-Pineda, Stéphane Lathuilière, Radu Horaud

CoRR, 2019

First Order Motion Model for Image Animation.

Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Budget-Aware Adapters for Multi-Domain Learning.

Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View.

Benoit Massé, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Animating Arbitrary Objects via Deep Motion Transfer.

Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation.

Andrea Pilzer, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

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

PhD thesis, 2018

Deep Reinforcement Learning for Audio-Visual Gaze Control.

Stéphane Lathuilière, Benoit Massé, Pablo Mesejo, Radu Horaud

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Depression Severity Estimation from Multiple Modalities.

Evgeny A. Stepanov, Stéphane Lathuilière, Shammur Absar Chowdhury, Arindam Ghosh, Radu-Laurentiu Vieriu, Nicu Sebe, Giuseppe Riccardi

Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model.

Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud

Proceedings of the Computer Vision - ECCV 2018, 2018

Deformable GANs for Pose-Based Human Image Generation.

Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, Nicu Sebe

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Neural Network Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction.

Stéphane Lathuilière, Benoit Massé, Pablo Mesejo, Radu Horaud

CoRR, 2017

Recognition of Group Activities in Videos Based on Single-and Two-Person Descriptors.

Stéphane Lathuilière, Georgios D. Evangelidis, Radu Horaud

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation.

Stéphane Lathuilière, Rémi Juge, Pablo Mesejo, Rafael Muñoz-Salinas, Radu Horaud

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2014

Semantic Regions Recognition in UAV Images Sequence.

Stéphane Lathuilière, Hai Vu, Thi-Lan Le, Thanh-Hai Tran, Dinh Tan Hung

Proceedings of the Knowledge and Systems Engineering, 2014