Matthew Olson
- LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models
2024/04/03 by Gabriela Ben Melech Stan, Stan, Gabriela Ben Melech, Estelle Aflalo +17 · 13 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- AVA: Towards Autonomous Visualization Agents through Visual Perception-Driven Decision-Making
2023/12/07 by Shusen Liu, Liu, Shusen, Haichao Miao +9 · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Topic Modeling
- Making Sense of Random Forest Probabilities: a Kernel Perspective
2018/12/14 by Matthew Olson, Abraham J. Wyner, Olson, Matthew A. +1 · 2 citations
Computer Science · #Neural Networks and Applications #Machine Learning and Data Classification #Face and Expression Recognition
- Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers
2015/04/28 by Abraham J. Wyner, Wyner, Abraham J., Matthew Olson +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Neural Networks and Applications
- Counterfactual States for Atari Agents via Generative Deep Learning
2019/09/27 by Matthew Olson, Olson, Matthew L., Lawrence Neal +5 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Generative Adversarial Networks and Image Synthesis
- Deep Generative Multimedia Children's Literature
2022/09/27 by Matthew Olson, Matthew L. Olson, Olson, Matthew L. · 1 voice
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Music and Audio Processing #cs.AI
- LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
2024/03/29 by Musashi Hinck, Hinck, Musashi, Matthew Olson +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
- ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution
2024/08/28 by Sungduk Yu, Yu, Sungduk, Brian White +11 · 1 citation
Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG)
- Steering Large Language Models to Evaluate and Amplify Creativity
2024/12/08 by Matthew Olson, Olson, Matthew Lyle, Neale Ratzlaff +7 · 1 citation
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Creativity in Education and Neuroscience #FOS: Computer and information sciences #Online Learning and Analytics