Nicolas Chapados
- LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
2024/04/09 by Parishad BehnamGhader, BehnamGhader, Parishad, Vaibhav Adlakha +9 · 3 voices · 77 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #cs.AI #cs.CL
- N-BEATS: Neural basis expansion analysis for interpretable time series forecasting
2019/05/24 by Boris N. Oreshkin, Dmitri Carpov, Oreshkin, Boris N. +5 · 106 citations
Decision Sciences · Computer Science · #Forecasting Techniques and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
2023/10/12 by Kashif Rasul, Arjun Ashok, Rasul, Kashif +30 · 38 citations
Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Forecasting Techniques and Applications
- The BrowserGym Ecosystem for Web Agent Research
2024/12/06 by Thibault Le Sellier De Chezelles, De Chezelles, Thibault Le Sellier, Maxime Gasse +37 · 40 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)
- Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model
2017/10/24 by Michael F. Byrne, Michael F Byrne, Nicolas Chapados +9 · 31 citations
Medicine · Computer Science · #Colorectal Cancer Screening and Detection #AI in cancer detection #Gastric Cancer Management and Outcomes
- HeMIS: Hetero-Modal Image Segmentation
2016/07/18 by Mohammad Havaei, Nicolas Guizard, Havaei, Mohammad +5 · 6 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
2025/03/19 by Shravan Nayak, Xiangru Jian, Nayak, Shravan +28 · 1 voice · 24 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
- WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
2024/07/07 by Léo Boisvert, Boisvert, Léo, Megh Thakkar +15 · 14 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
2023/10/02 by Arjun Ashok, Étienne Marcotte, Ashok, Arjun +7 · 10 citations
Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Financial Risk and Volatility Modeling #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
- 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 · 9 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
- Societal Alignment Frameworks Can Improve LLM Alignment
2025/02/27 by Karolina Stańczak, Stańczak, Karolina, Nicholas Meade +31 · 4 voices · 3 citations
#cs.CY #cs.AI #cs.CL
- 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
- On the Importance of Attention in Meta-Learning for Few-Shot Text Classification
2018/06/03 by Xiang Jiang, Mohammad Havaei, Jiang, Xiang +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Effective Bayesian Modeling of Groups of Related Count Time Series
2014/05/15 by Nicolas Chapados, Chapados, Nicolas · 1 citation
Computer Science · #Applications (stat.AP) #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML)