Couairon, Guillaume

1. DiffEdit: Diffusion-based semantic image editing with mask guidance
   2022/10/20 by Couairon, Guillaume, Verbeek, Jakob, Schwenk, Holger +1 · 56 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. FLAVA: A Foundational Language And Vision Alignment Model
   2021/12/08 by Singh, Amanpreet, Hu, Ronghang, Goswami, Vedanuj +4 · 45 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Large Concept Models: Language Modeling in a Sentence Representation Space
   2024/12/11 by LCM team, Loïc Barrault, LCM Team +42 · 13 voices · 18 citations
   Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
4. The Stable Signature: Rooting Watermarks in Latent Diffusion Models
   2023/03/27 by Pierre Fernandez, Fernandez, Pierre, Guillaume Couairon +7 · 40 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques
5. DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
   2021/11/22 by Arthur Douillard, Douillard, Arthur, Guillaume Couairon +4 · 23 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Face recognition and analysis
6. Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
   2023/06/07 by Ramé, Alexandre, Couairon, Guillaume, Shukor, Mustafa +4 · 28 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting
   2024/12/17 by Guillaume Couairon, Renu Singh, Couairon, Guillaume +7 · 7 citations
   Earth and Planetary Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
8. ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution
   2024/05/23 by Guillaume Couairon, Couairon, Guillaume, Christian Lessig +5 · 1 voice · 3 citations
   Earth and Planetary Sciences · #cs.LG #cs.AI
9. Zero-shot spatial layout conditioning for text-to-image diffusion models
   2023/06/23 by Couairon, Guillaume, Careil, Marlène, Cord, Matthieu +2 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. Functional Invariants to Watermark Large Transformers
    2023/10/17 by Fernandez, Pierre, Couairon, Guillaume, Furon, Teddy +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
11. Embedding Arithmetic of Multimodal Queries for Image Retrieval
    2021/12/06 by Couairon, Guillaume, Cord, Matthieu, Douze, Matthijs +1 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. FlexIT: Towards Flexible Semantic Image Translation
    2022/03/09 by Couairon, Guillaume, Grechka, Asya, Verbeek, Jakob +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval
    2022/04/20 by Shukor, Mustafa, Couairon, Guillaume, Grechka, Asya +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models
    2024/03/29 by Corradini, Barbara Toniella, Shukor, Mustafa, Couairon, Paul +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
15. Gradpaint: Gradient-Guided Inpainting with Diffusion Models
    2023/09/18 by Grechka, Asya, Couairon, Guillaume, Cord, Matthieu · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)