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Pedersoli, Marco

  1. StarVector: Generating Scalable Vector Graphics Code from Images and Text
    2023/12/17 by J.A. Rodríguez, Rodriguez, Juan A., Puri, Abhay +13 · 25 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
  2. A unifying mutual information view of metric learning: cross-entropy vs.\n pairwise losses
    2020/03/19 by Malik Boudiaf, Jérôme Rony, Boudiaf, Malik +11 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
  3. Deep Co-Training for Semi-Supervised Image Segmentation
    2019/03/27 by Jizong Peng, Peng, Jizong, Guillermo Estrada +5 · 5 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  4. Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition
    2019/07/06 by Juan Diego Ortega, Mohammed Senoussaoui, Ortega, Juan D. S. +9 · 6 citations
    Computer Science · Psychology · #Speech and Audio Processing #Speech Recognition and Synthesis #Emotion and Mood Recognition
  5. 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
  6. Re-basin via implicit Sinkhorn differentiation
    2022/12/22 by Fidel A. Guerrero Peña, Heitor R. Medeiros, Peña, Fidel A. Guerrero +9 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring
  7. A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition
    2022/03/28 by R. Gnana Praveen, Praveen, R. Gnana, Wheidima Carneiro de Melo +19 · 3 citations
    Computer Science · Psychology · #Speech and Audio Processing #Emotion and Mood Recognition #Video Surveillance and Tracking Methods
  8. 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
  9. Deep clustering: On the link between discriminative models and K-means
    2018/10/09 by Jabi, Mohammed, Pedersoli, Marco, Mitiche, Amar +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Rendering-Aware Reinforcement Learning for Vector Graphics Generation
    2025/05/27 by Rodriguez, Juan A., Zhang, Haotian, Puri, Abhay +12 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection
    2024/04/29 by Medeiros, Heitor R., Latortue, David, Granger, Eric +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher
    2023/09/26 by Atif Belal, Akhil Meethal, Belal, Atif +7 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  13. Source-Free Domain Adaptation for YOLO Object Detection
    2024/09/25 by Simon Varailhon, Masih Aminbeidokhti, Varailhon, Simon +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  14. Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport
    2024/01/27 by Aslam, Muhammad Haseeb, Zeeshan, Muhammad Osama, Belharbi, Soufiane +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. IntentGPT: Few-shot Intent Discovery with Large Language Models
    2024/11/16 by Juan Rodriguez, Nicholas Botzer, Rodriguez, Juan A. +9 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  16. WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average
    2024/05/27 by Fournier, Louis, Nabli, Adel, Aminbeidokhti, Masih +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  17. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
    2025/02/03 by Masry, Ahmed, Rodriguez, Juan A., Zhang, Tianyu +19 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras
    2022/09/22 by Dubail, Thomas, Peña, Fidel Alejandro Guerrero, Medeiros, Heitor Rapela +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. On the Texture Bias for Few-Shot CNN Segmentation
    2020/03/09 by Azad, Reza, Fayjie, Abdur R, Kauffman, Claude +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Augmented Lagrangian Adversarial Attacks
    2020/11/24 by Rony, Jérôme, Granger, Eric, Pedersoli, Marco +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer
    2021/04/13 by Nguyen-Meidine, Le Thanh, Kiran, Madhu, Pedersoli, Marco +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling
    2021/09/15 by Soufiane Belharbi, Aydin Sarraf, Belharbi, Soufiane +9 · 1 citation
    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 #Machine Learning (cs.LG)
  23. Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels
    2021/07/29 by Jizong Peng, Ping Wang, Peng, Jizong +5 · 1 citation
    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
  24. Multi Teacher Privileged Knowledge Distillation for Multimodal Expression Recognition
    2024/08/16 by Muhammad Haseeb Aslam, Marco Pedersoli, Aslam, Muhammad Haseeb +5 · 2 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Speech and dialogue systems #Subtitles and Audiovisual Media
  25. Joint Multimodal Transformer for Emotion Recognition in the Wild
    2024/03/15 by Paul Waligora, Muhammad Haseeb Aslam, Waligora, Paul +13 · 2 citations
    Agricultural and Biological Sciences · Environmental Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Food Supply Chain Traceability #Machine Learning (cs.LG) #Marine animal studies overview #Sound (cs.SD) #Water Quality Monitoring Technologies #electronic engineering #information engineering
  26. Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy
    2024/10/30 by José-Fabian Villa-Vásquez, Villa-Vásquez, José-Fabian, Marco Pedersoli +1 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  27. CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos
    2023/03/16 by Belharbi, Soufiane, Murtaza, Shakeeb, Pedersoli, Marco +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Cascaded Zoom-in Detector for High Resolution Aerial Images
    2023/03/15 by Meethal, Akhil, Granger, Eric, Pedersoli, Marco · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge
    2024/04/01 by Heitor R. Medeiros, Medeiros, Heitor Rapela, Masih Aminbeidokhti +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  30. Visual Modality Prompt for Adapting Vision-Language Object Detectors
    2024/12/01 by Medeiros, Heitor R., Belal, Atif, Muralidharan, Srikanth +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild
    2024/07/17 by Nicolas Richet, Richet, Nicolas, Soufiane Belharbi +19 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
  32. Semantic Anchor Transport: Robust Test-Time Adaptation for Vision-Language Models
    2024/11/26 by Shambhavi Mishra, Mishra, Shambhavi, Julio Silva-Rodríguez +7 · 1 citation
    Computer Science · Social Sciences · #Text Readability and Simplification #Digital Accessibility for Disabilities #Natural Language Processing Techniques