David Vázquez
- WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
2024/03/12 by Alexandre Drouin, Maxime Gasse, Drouin, Alexandre +21 · 73 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images
2016/12/02 by David Vázquez, Vázquez, David, Jorge Bernal +13 · 28 citations
Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- PixelVAE: A Latent Variable Model for Natural Images
2016/11/15 by Ishaan Gulrajani, Gulrajani, Ishaan, Kundan Kumar +11 · 20 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Cancer-related molecular mechanisms research
- StarVector: Generating Scalable Vector Graphics Code from Images and Text
2023/12/17 by J.A. Rodríguez, Rodriguez, Juan A., Shubham Agarwal +13 · 28 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
- GEO-Bench: Toward Foundation Models for Earth Monitoring
2023/06/06 by Alexandre Lacoste, Nils Lehmann, Lacoste, Alexandre +31 · 18 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation
2016/11/28 by Simon Jégou, Michal Drozdzal, Jégou, Simon +7 · 10 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods
- UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
2025/03/19 by Shravan Nayak, Nayak, Shravan, Xiangru Jian +28 · 1 voice · 25 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Video Surveillance and Tracking Methods #Virtual Reality Applications and Impacts #cs.AI #cs.CL #cs.CV
- Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
2022/04/05 by Gaurav Sahu, Sahu, Gaurav, Pau Rodríguez +9 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
2024/06/17 by João M. Monteiro, Monteiro, Joao, Pierre-Andre Noel +15 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Natural Language Processing Techniques
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations
2021/03/18 by Pau Rodríguez, M. Caccia, Rodriguez, Pau +11 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
- A Survey of Self-Supervised and Few-Shot Object Detection
2021/10/27 by Gabriel Huang, Huang, Gabriel, Issam Laradji +7 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Where are the Blobs: Counting by Localization with Point Supervision
2018/07/25 by Issam Laradji, Laradji, Issam H., Negar Rostamzadeh +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- FigGen: Text to Scientific Figure Generation
2023/06/01 by J.A. Rodríguez, Rodriguez, Juan A, David Vázquez +7 · 4 citations
Arts and Humanities · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Human Motion and Animation #Video Analysis and Summarization
- 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 · 2 citations
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
- 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
- Context-Aware Visual Compatibility Prediction
2019/02/10 by Guillem Cucurull, Cucurull, Guillem, Perouz Taslakian +3 · 1 citation
Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection
- Instance Segmentation with Point Supervision
2019/06/14 by Issam Laradji, Negar Rostamzadeh, Laradji, Issam H. +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
2025/02/03 by Ahmed Masry, J.A. Rodríguez, Masry, Ahmed +41 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
- Class-Based Styling: Real-time Localized Style Transfer with Semantic\n Segmentation
2019/08/30 by Lironne Kurzman, Kurzman, Lironne, David Vázquez +3 · 1 citation
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- 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
- Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark
2021/12/01 by Alexandre Lacoste, Lacoste, Alexandre, Evan David Sherwin +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
- Workflow Discovery from Dialogues in the Low Data Regime
2022/05/24 by Amine El Hattami, Hattami, Amine El, Stefania Raimondo +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
- Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
2023/08/22 by Charles Guille-Escuret, Pierre‐André Noël, Guille-Escuret, Charles +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Where are the Masks: Instance Segmentation with Image-level Supervision
2019/07/02 by Issam Laradji, David Vázquez, Laradji, Issam H. +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering