Caccia, Massimo
- WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
2024/03/12 by Alexandre Drouin, Drouin, Alexandre, Maxime Gasse +21 · 69 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
- The International Linear Collider. A Global Project
2019/01/28 by Aihara, Hiroaki, Bagger, Jonathan, Bambade, Philip +59 · 14 citations
#Accelerator Physics (physics.acc-ph) #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det)
- The BrowserGym Ecosystem for Web Agent Research
2024/12/06 by Thibault Le Sellier De Chezelles, Maxime Gasse, De Chezelles, Thibault Le Sellier +37 · 46 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Peer-to-Peer Network Technologies #Scientific Computing and Data Management #Software Engineering (cs.SE)
- WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
2024/07/07 by Léo Boisvert, Boisvert, Léo, Megh Thakkar +15 · 20 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- 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
- Optimizing Silicon photomultipliers for Quantum Optics
2018/12/06 by Giovanni Chesi, Luca Malinverno, Chesi, Giovanni +11 · 3 citations
Computer Science · Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Random lasers and scattering media
- Learning where to learn: Gradient sparsity in meta and continual\n learning
2021/01/01 by Johannes von Oswald, Dominic Zhao, von Oswald, Johannes +11 · 3 citations
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Model Reduction and Neural Networks
- Understanding Continual Learning Settings with Data Distribution Drift Analysis
2021/04/04 by Timothée Lesort, Lesort, Timothée, M. Caccia +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
- CVPR 2020 Continual Learning in Computer Vision Competition: Approaches,\n Results, Current Challenges and Future Directions
2020/09/14 by Vincenzo Lomonaco, Lomonaco, Vincenzo, Lorenzo Pellegrini +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
- 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)
- NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
2022/11/15 by Bornschein, Jorg, Galashov, Alexandre, Hemsley, Ross +17 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- How to Train Your LLM Web Agent: A Statistical Diagnosis
2025/07/05 by Dheeraj Vattikonda, Vattikonda, Dheeraj, S. Ravichandran +29 · 5 citations
Computer Science · #Digital Rights Management and Security
- GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models
2024/11/05 by Nizar Islah, Justine Gehring, Islah, Nizar +11 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
- Online Learned Continual Compression with Adaptive Quantization Modules
2019/11/19 by Lucas Caccia, Eugene Belilovsky, Caccia, Lucas +5 · 1 citation
Computer Science · Engineering · #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) #Sparse and Compressive Sensing Techniques #Underwater Vehicles and Communication Systems