Marco Pedersoli

1. StarVector: Generating Scalable Vector Graphics Code from Images and Text
   2023/12/17 by J.A. Rodríguez, Rodriguez, Juan A., Puri, Abhay +13 · 24 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. Deep co-training for semi-supervised image segmentation
   2020/02/15 by Jizong Peng, Guillermo Estrada, Marco Pedersoli +1 · 10 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Advanced Neural Network Applications #AI in cancer detection
3. A unifying mutual information view of metric learning: cross-entropy vs.\n pairwise losses
   2020/03/19 by Malik Boudiaf, Boudiaf, Malik, Jérôme Rony +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
4. 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
5. 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
6. Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition
   2019/07/06 by Juan Diego Ortega, Ortega, Juan D. S., Mohammed Senoussaoui +9 · 3 citations
   Computer Science · Psychology · #Speech and Audio Processing #Speech Recognition and Synthesis #Emotion and Mood Recognition
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. 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
9. BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
   2024/12/05 by Juan Rodriguez, Xiangru Jian, Siba Smarak Panigrahi +40 · 1 voice · 4 citations
   #cs.LG #cs.CL
10. Source-Free Domain Adaptation for YOLO Object Detection
    2024/09/25 by Simon Varailhon, Masih Aminbeidokhti, Varailhon, Simon +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
11. IntentGPT: Few-shot Intent Discovery with Large Language Models
    2024/11/16 by Juan Rodriguez, Rodriguez, Juan A., Nicholas Botzer +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
12. F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling
    2021/09/15 by Soufiane Belharbi, Belharbi, Soufiane, Aydin Sarraf +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)
13. 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
14. 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
15. 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
16. Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy
    2024/10/30 by José-Fabian Villa-Vásquez, Marco Pedersoli, Villa-Vásquez, José-Fabian +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
17. Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge
    2024/04/01 by Heitor R. Medeiros, Masih Aminbeidokhti, Medeiros, Heitor Rapela +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
18. Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild
    2024/07/17 by Nicolas Richet, Soufiane Belharbi, Richet, Nicolas +19 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
19. Semantic Anchor Transport: Robust Test-Time Adaptation for Vision-Language Models
    2024/11/26 by Shambhavi Mishra, Julio Silva-Rodríguez, Mishra, Shambhavi +7 · 1 citation
    Computer Science · Social Sciences · #Text Readability and Simplification #Digital Accessibility for Disabilities #Natural Language Processing Techniques