Patrick Pérez
- High-Fidelity Simultaneous Speech-To-Speech Translation
2025/02/05 by Tom Labiausse, Labiausse, Tom, Laurent Mazaré +10 · 13 voices · 7 citations
Computer Science · #Speech Recognition and Synthesis #cs.CL #cs.SD #eess.AS
- Deep Reinforcement Learning for Autonomous Driving: A Survey
2020/02/02 by B Ravi Kiran, Ibrahim Sobh, Kiran, B Ravi +11 · 2 voices · 97 citations
#cs.LG #cs.AI #cs.RO
- ADVENT: Adversarial Entropy Minimization for Domain Adaptation in\n Semantic Segmentation
2018/11/30 by Tuan-Hung Vu, Vu, Tuan-Hung, Himalaya Jain +7 · 99 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
- Moshi: a speech-text foundation model for real-time dialogue
2024/09/17 by Alexandre Défossez, Défossez, Alexandre, Laurent Mazaré +13 · 175 citations
Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
- Zero-Shot Semantic Segmentation
2019/06/03 by Maxime Bucher, Bucher, Maxime, Tuan-Hung Vu +5 · 16 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Deep Video Portraits
2018/05/29 by Hyeongwoo Kim, Pablo Garrido, Kim, Hyeongwoo +17 · 14 citations
Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
- Addressing Failure Prediction by Learning Model Confidence
2019/10/01 by Charles Corbière, Nicolas Thome, Corbière, Charles +7 · 16 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation
2023/12/19 by Monika Wysoczańska, Oriane Siméoni, Wysoczańska, Monika +9 · 23 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
2017/03/30 by Ayush Tewari, Tewari, Ayush, Michael Zollhöfer +11 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation
2019/11/28 by Maximilian Jaritz, Jaritz, Maximilian, Tuan-Hung Vu +7 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Multimodal Machine Learning Applications
- Explainability of deep vision-based autonomous driving systems: Review and challenges
2021/01/13 by Éloi Zablocki, Zablocki, Éloi, Hedi Ben-younes +5 · 7 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images
2024/01/17 by Antonín Vobecký, Oriane Siméoni, Vobecky, Antonin +11 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Unsupervised Object Localization: Observing the Background to Discover Objects
2022/12/15 by Oriane Siméoni, Chloé Sekkat, Siméoni, Oriane +9 · 8 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- StyleRig: Rigging StyleGAN for 3D Control over Portrait Images
2020/03/31 by Ayush Tewari, Tewari, Ayush, Mohamed Elgharib +13 · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
- Exploring applications of deep reinforcement learning for real-world autonomous driving systems
2019/01/06 by Victor Talpaert, Talpaert, Victor, Ibrahim Sobh +11 · 4 citations
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Real-time simulation and control systems #Reinforcement Learning in Robotics
- PointBeV: A Sparse Approach to BeV Predictions
2023/12/01 by Loick Chambon, Loïck Chambon, Chambon, Loick +13 · 1 voice · 5 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Video Surveillance and Tracking Methods #cs.CV
- Toward unsupervised, multi-object discovery in large-scale image\n collections
2020/07/06 by Huy V. Vo, Vo, Huy V., Patrick Pérez +3 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Learning Representations by Predicting Bags of Visual Words
2020/02/27 by Spyros Gidaris, Gidaris, Spyros, Andrei Bursuc +7 · 1 voice · 3 citations
#cs.CV #cs.LG
- Self-supervised Multi-level Face Model Learning for Monocular\n Reconstruction at over 250 Hz
2017/12/07 by Ayush Tewari, Tewari, Ayush, Michael Zollhöfer +12 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks
2024/04/22 by Sophia Sirko-Galouchenko, Alexandre Boulch, Sirko-Galouchenko, Sophia +11 · 7 citations
Agricultural and Biological Sciences · #Animal Disease Management and Epidemiology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- STEEX: Steering Counterfactual Explanations with Semantics
2021/11/17 by Paul Mazhuvanchary Jacob, Jacob, Paul, Éloi Zablocki +8 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Finding beans in burgers: Deep semantic-visual embedding with\n localization
2018/04/05 by Martin Engilberge, Louis Chevallier, Engilberge, Martin +5 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments
2023/07/18 by Spyros Gidaris, Andrei Bursuc, Gidaris, Spyros +13 · 1 voice · 4 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 #cs.AI #cs.CV #cs.LG
- Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation
2022/03/21 by Antonín Vobecký, Vobecky, Antonin, David Hurych +11 · 3 citations
Computer Science · Environmental Science · #Advanced Neural Network Applications #Remote Sensing and LiDAR Applications #Domain Adaptation and Few-Shot Learning
- Three Pillars improving Vision Foundation Model Distillation for Lidar
2023/10/26 by Gilles Puy, Spyros Gidaris, Puy, Gilles +13 · 5 citations
Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
- Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey
2023/10/19 by Oriane Siméoni, Éloi Zablocki, Siméoni, Oriane +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Decaf: Monocular Deformation Capture for Face and Hand Interactions
2023/09/28 by Soshi Shimada, Shimada, Soshi, Vladislav Golyanik +5 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Graphics (cs.GR) #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC)
- OCTET: Object-aware Counterfactual Explanations
2022/11/22 by Mehdi Zemni, Zemni, Mehdi, Mickaël Chen +9 · 2 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation
2020/06/15 by Antoine Saporta, Saporta, Antoine, Tuan-Hung Vu +5 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Sketching for Large-Scale Learning of Mixture Models
2016/06/09 by Nicolas Keriven, Anthony Bourrier, Keriven, Nicolas +5 · 1 citation
Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Speech and Audio Processing
- Winner-takes-all learners are geometry-aware conditional density estimators
2024/06/07 by Victor Letzelter, Letzelter, Victor, David Perera +11 · 3 citations
Computer Science · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural and Evolutionary Computing (cs.NE) #Probability (math.PR) #Signal Processing (eess.SP) #electronic engineering #information engineering
- CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations
2020/05/04 by Arthur Ouaknine, Alasdair Newson, Ouaknine, A. +7 · 1 citation
Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced SAR Imaging Techniques #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.8
- LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR
2021/09/08 by Florent Bartoccioni, Bartoccioni, Florent, Éloi Zablocki +6 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Image Processing Techniques and Applications
- Unifying local and non-local signal processing with graph CNNs
2017/02/24 by Gilles Puy, Srđan Kitić, Puy, Gilles +3 · 2 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graph Theory and Algorithms
- DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion
2023/09/04 by Cédric Rommel, Rommel, Cédric, Eduardo Valle +11 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Vision-Speech Models: Teaching Speech Models to Converse about Images
2025/03/19 by Amélie Royer, Royer, Amélie, Moritz Böhle +11 · 2 citations
Earth and Planetary Sciences · Social Sciences · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #Educational Tools and Methods #FOS: Computer and information sciences
- Streaming Sequence-to-Sequence Learning with Delayed Streams Modeling
2025/09/10 by Neil Zeghidour, Eugene Kharitonov, Zeghidour, Neil +15 · 5 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Fault Detection and Control Systems #Neural Networks and Applications