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Rodriguez, Pau

  1. Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data
    2021/03/30 by Mañas, Oscar, Lacoste, Alexandre, Giro-i-Nieto, Xavier +2 · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. StarVector: Generating Scalable Vector Graphics Code from Images and Text
    2023/12/17 by J.A. Rodríguez, Rodriguez, Juan A., Puri, Abhay +13 · 23 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  3. GEO-Bench: Toward Foundation Models for Earth Monitoring
    2023/06/06 by Lacoste, Alexandre, Lehmann, Nils, Rodriguez, Pau +14 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Controlling Language and Diffusion Models by Transporting Activations
    2024/10/30 by Pau Rodríguez, Pau Rodriguez, Arno Blaas +12 · 2 voices · 8 citations
    Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV #cs.LG
  5. Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
    2022/04/05 by Sahu, Gaurav, Rodriguez, Pau, Laradji, Issam H. +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. OCR-VQGAN: Taming Text-within-Image Generation
    2022/10/19 by Rodriguez, Juan A., Vazquez, David, Laradji, Issam +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. A Survey of Self-Supervised and Few-Shot Object Detection
    2021/10/27 by Gabriel Huang, Issam Laradji, Huang, Gabriel +7 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  8. MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting
    2022/10/13 by Mañas, Oscar, Rodriguez, Pau, Ahmadi, Saba +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. FigGen: Text to Scientific Figure Generation
    2023/06/01 by Rodriguez, Juan A, Vazquez, David, Laradji, Issam +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling\n Network
    2020/08/05 by Parichehr Behjati, Behjati, Parichehr, Pau Rodríguez +9 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  11. Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations
    2021/03/18 by Pau Rodríguez, Rodriguez, Pau, M. Caccia +11 · 2 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
  12. Group Robust Classification Without Any Group Information
    2023/10/28 by Tsirigotis, Christos, Monteiro, Joao, Rodriguez, Pau +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Affinity LCFCN: Learning to Segment Fish with Weak Supervision
    2020/11/06 by Laradji, Issam, Saleh, Alzayat, Rodriguez, Pau +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Sequoia: A Software Framework to Unify Continual Learning Research
    2021/08/02 by Normandin, Fabrice, Golemo, Florian, Ostapenko, Oleksiy +10 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Multi-label Iterated Learning for Image Classification with Label Ambiguity
    2021/11/23 by Sai Rajeswar, Rajeswar, Sai, Pau Rodríguez +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  16. CVPR 2020 Continual Learning in Computer Vision Competition: Approaches,\n Results, Current Challenges and Future Directions
    2020/09/14 by Vincenzo Lomonaco, Lorenzo Pellegrini, Lomonaco, Vincenzo +27 · 1 citation
    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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  17. Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark
    2021/12/01 by Alexandre Lacoste, Evan David Sherwin, Lacoste, Alexandre +22 · 1 citation
    Computer Science · Environmental Science · #Atmospheric and Environmental Gas Dynamics #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Topic Modeling