Lathuilière, Stéphane
- First Order Motion Model for Image Animation
2020/02/29 by Aliaksandr Siarohin, Siarohin, Aliaksandr, Stéphane Lathuilière +7 · 103 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
- A Unified Objective for Novel Class Discovery
2021/08/19 by Fini, Enrico, Sangineto, Enver, Lathuilière, Stéphane +3 · 29 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards image compression with perfect realism at ultra-low bitrates
2023/10/16 by Marlène Careil, Matthew J. Muckley, Careil, Marlène +5 · 26 citations
Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Data Compression Techniques
- Animating Arbitrary Objects via Deep Motion Transfer
2018/12/20 by Siarohin, Aliaksandr, Lathuilière, Stéphane, Tulyakov, Sergey +2 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Collaborating Foundation Models for Domain Generalized Semantic Segmentation
2023/12/15 by Yasser Benigmim, Subhankar Roy, Benigmim, Yasser +7 · 16 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Weighted Ensemble Models Are Strong Continual Learners
2023/12/14 by Imad Eddine Marouf, Marouf, Imad Eddine, Subhankar Roy +5 · 13 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models
2023/03/31 by Yasser Benigmim, Benigmim, Yasser, Subhankar Roy +7 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Playable Video Generation
2021/01/28 by Menapace, Willi, Lathuilière, Stéphane, Tulyakov, Sergey +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Online Continual Learning under Extreme Memory Constraints
2020/08/04 by Enrico Fini, Stéphane Lathuilière, Fini, Enrico +7 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Machine Learning in Healthcare
- Custom Structure Preservation in Face Aging
2022/07/22 by Guillermo Gomez-Trenado, Gomez-Trenado, Guillermo, Stéphane Lathuilière +5 · 5 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Click to Move: Controlling Video Generation with Sparse Motion
2021/08/19 by Pierfrancesco Ardino, Ardino, Pierfrancesco, Marco De Nadai +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Face Aging via Diffusion-based Editing
2023/09/20 by Xiangyi Chen, Stéphane Lathuilière, Chen, Xiangyi +1 · 6 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- Ultra-low bitrate video conferencing using deep image animation
2020/12/01 by Goluck Konuko, Giuseppe Valenzise, Konuko, Goluck +3 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Multimedia (cs.MM) #Video Coding and Compression Technologies
- Playable Environments: Video Manipulation in Space and Time
2022/03/03 by Menapace, Willi, Lathuilière, Stéphane, Siarohin, Aliaksandr +4 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Zero-shot spatial layout conditioning for text-to-image diffusion models
2023/06/23 by Guillaume Couairon, Couairon, Guillaume, Marlène Careil +7 · 4 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation
2023/08/17 by Zara, Giacomo, Conti, Alessandro, Roy, Subhankar +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
2022/07/20 by Cristiano Saltori, Saltori, Cristiano, Evgeny Krivosheev +13 · 2 citations
Environmental Science · Engineering · #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization #3D Shape Modeling and Analysis
- Mini but Mighty: Finetuning ViTs with Mini Adapters
2023/11/07 by Marouf, Imad Eddine, Tartaglione, Enzo, Lathuilière, Stéphane · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge\n Distillation for Unsupervised Monocular Depth Estimation
2019/03/11 by Andrea Pilzer, Stéphane Lathuilière, Pilzer, Andrea +5 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Optical measurement and interference techniques
- Online Adaptation through Meta-Learning for Stereo Depth Estimation
2019/04/17 by Zhang, Zhenyu, Lathuilière, Stéphane, Pilzer, Andrea +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks
2019/09/17 by Pilzer, Andrea, Lathuilière, Stéphane, Xu, Dan +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Hybrid Deep Animation Codec for Low-bitrate Video Conferencing
2022/07/27 by Konuko, Goluck, Lathuilière, Stéphane, Valenzise, Giuseppe · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
- Predictive Coding For Animation-Based Video Compression
2023/07/09 by Goluck Konuko, Stéphane Lathuilière, Konuko, Goluck +3 · 2 citations
Computer Science · #Video Coding and Compression Technologies #Advanced Data Compression Techniques #Advanced Vision and Imaging
- Source-Guided Similarity Preservation for Online Person Re-Identification
2024/02/23 by Rami, Hamza, Giraldo, Jhony H., Winckler, Nicolas +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Attention-based Fusion for Multi-source Human Image Generation
2019/05/07 by Stéphane Lathuilière, Enver Sangineto, Lathuilière, Stéphane +5 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Image Enhancement Techniques