Ludovic Denoyer
- Unsupervised Machine Translation Using Monolingual Corpora Only
2017/10/31 by Guillaume Lample, Alexis Conneau, Lample, Guillaume +6 · 2 voices · 48 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Phrase-Based & Neural Unsupervised Machine Translation
2018/04/20 by Guillaume Lample, Lample, Guillaume, Myle Ott +8 · 3 voices · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Word Translation Without Parallel Data
2017/10/11 by Alexis Conneau, Conneau, Alexis, Guillaume Lample +7 · 51 citations
Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Large Memory Layers with Product Keys
2019/07/10 by Guillaume Lample, Alexandre Sablayrolles, Lample, Guillaume +7 · 28 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
- Deep Sequential Neural Network
2014/10/02 by Ludovic Denoyer, Denoyer, Ludovic, Patrick Gallinari +1 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Topic Modeling
- Building a Subspace of Policies for Scalable Continual Learning
2022/11/18 by Jean-Baptiste Gaya, Gaya, Jean-Baptiste, Thang Doan +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Fader Networks: Manipulating Images by Sliding Attributes
2017/06/01 by Guillaume Lample, Neil Zeghidour, Lample, Guillaume +9 · 3 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
- Multiple-Attribute Text Style Transfer
2018/11/01 by Sandeep Subramanian, Subramanian, Sandeep, Guillaume Lample +9 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights
2025/06/03 by Mathieu Andreux, Andreux, Mathieu, Breno Baldas Skuk +91 · 2 voices · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Peer-to-Peer Network Technologies #Web Data Mining and Analysis #cs.AI
- Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization
2020/05/06 by Pierre-Alexandre Kamienny, Matteo Pirotta, Kamienny, Pierre-Alexandre +9 · 2 citations
Computer Science · Decision Sciences · #68T99 #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Efficient Active Imitation Learning with Random Network Distillation
2024/11/04 by Emilien Biré, Anthony Kobanda, Biré, Emilien +5 · 5 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Gait Recognition and Analysis #Robot Manipulation and Learning
- Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching
2021/10/27 by Pierre-Alexandre Kamienny, Jean Tarbouriech, Kamienny, Pierre-Alexandre +7 · 1 citation
Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Interactive Query Clarification and Refinement via User Simulation
2022/05/31 by Pierre Erbacher, Ludovic Denoyer, Erbacher, Pierre +3 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior
- SaLinA: Sequential Learning of Agents
2021/10/15 by Ludovic Denoyer, Denoyer, Ludovic, Alfredo de la Fuente +9 · 1 voice
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Multi-View Data Generation Without View Supervision
2017/11/01 by Mickaël Chen, Chen, Mickaël, Ludovic Denoyer +3 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
- Learning Computational Efficient Bots with Costly Features
2023/08/18 by Anthony Kobanda, Kobanda, Anthony, C. A. Valliappan +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Navigation with QPHIL: Quantizing Planner for Hierarchical Implicit Q-Learning
2024/11/12 by Canesse, Alexi, Mathieu Petitbois, Ludovic Denoyer +6 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO) #Speech and dialogue systems