Matthew L. Olson

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Reinforcement Learning Agents

Bounded Rationality

Visual Perception

Generative Model

Top Venues

Comput. Graph. Forum

Publications

Shusen Liu, Haichao Miao, Zhimin Li, Matthew L. Olson, Valerio Pascucci, Peer-Timo Bremer
AVA: Towards Autonomous Visualization Agents through Visual Perception-Driven Decision-Making. Comput. Graph. Forum 43 (3) (2024)
Musashi Hinck, Matthew L. Olson, David Cobbley, Shao-Yen Tseng, Vasudev Lal
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model. CoRR (2024)
Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. CoRR (2023)
Tobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations. AAMAS (2023)
Shusen Liu, Haichao Miao, Zhimin Li, Matthew L. Olson, Valerio Pascucci, Peer-Timo Bremer
AVA: Towards Autonomous Visualization Agents through Visual Perception-Driven Decision-Making. CoRR (2023)
Matthew L. Olson, Shusen Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Weng-Keen Wong
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences Between Pretrained Generative Models. CVPR (2023)
Matthew L. Olson, Shusen Liu, Jayaraman J. Thiagarajan, Bogdan Kustowski, Weng-Keen Wong, Rushil Anirudh
Transformer-Powered Surrogates Close the ICF Simulation-Experiment Gap with Extremely Limited Data. CoRR (2023)
Matthew L. Olson, Shusen Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Weng-Keen Wong
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models. CoRR (2023)
Jonathan Dodge, Andrew Anderson, Matthew L. Olson, Rupika Dikkala, Margaret Burnett
How Do People Rank Multiple Mutant Agents? IUI (2022)
Matthew L. Olson
Deep Generative Multimedia Children's Literature. CoRR (2022)
Matthew L. Olson, Thuy-Vy Nguyen, Gaurav Dixit, Neale Ratzlaff, Weng-Keen Wong, Minsuk Kahng
Contrastive Identification of Covariate Shift in Image Data. IEEE VIS (Short Papers) (2021)
Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong
Counterfactual state explanations for reinforcement learning agents via generative deep learning. Artif. Intell. 295 (2021)
Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong
Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning. CoRR (2021)
Matthew L. Olson, Thuy-Vy Nguyen, Gaurav Dixit, Neale Ratzlaff, Weng-Keen Wong, Minsuk Kahng
Contrastive Identification of Covariate Shift in Image Data. CoRR (2021)
Andrew Anderson, Jonathan Dodge, Amrita Sadarangani, Zoe Juozapaitis, Evan Newman, Jed Irvine, Souti Chattopadhyay, Matthew L. Olson, Alan Fern, Margaret Burnett
Mental Models of Mere Mortals with Explanations of Reinforcement Learning. ACM Trans. Interact. Intell. Syst. 10 (2) (2020)
Matthew L. Olson, Lawrence Neal, Fuxin Li, Weng-Keen Wong
Counterfactual States for Atari Agents via Generative Deep Learning. CoRR (2019)
Lawrence Neal, Matthew L. Olson, Xiaoli Z. Fern, Weng-Keen Wong, Fuxin Li
Open Set Learning with Counterfactual Images. ECCV (6) (2018)