Követés
Matthew L Olson
Matthew L Olson
Oregon State University
E-mail megerősítve itt: llnl.gov - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Open set learning with counterfactual images
L Neal, M Olson, X Fern, WK Wong, F Li
Proceedings of the European conference on computer vision (ECCV), 613-628, 2018
5342018
Counterfactual state explanations for reinforcement learning agents via generative deep learning
ML Olson, R Khanna, L Neal, F Li, WK Wong
Artificial Intelligence 295, 103455, 2021
862021
Mental models of mere mortals with explanations of reinforcement learning
A Anderson, J Dodge, A Sadarangani, Z Juozapaitis, E Newman, J Irvine, ...
ACM Transactions on Interactive Intelligent Systems (TiiS) 10 (2), 1-37, 2020
572020
Counterfactual states for atari agents via generative deep learning
ML Olson, L Neal, F Li, WK Wong
arXiv preprint arXiv:1909.12969, 2019
372019
Reduce before you localize: Delta-debugging and spectrum-based fault localization
A Christi, ML Olson, MA Alipour, A Groce
2018 IEEE International Symposium on Software Reliability Engineering …, 2018
332018
Ganterfactual-rl: Understanding reinforcement learning agents' strategies through visual counterfactual explanations
T Huber, M Demmler, S Mertes, ML Olson, E André
arXiv preprint arXiv:2302.12689, 2023
152023
LVLM-Intrepret: An Interpretability Tool for Large Vision-Language Models
GBM Stan, RY Rohekar, Y Gurwicz, ML Olson, A Bhiwandiwalla, E Aflalo, ...
arXiv preprint arXiv:2404.03118, 2024
132024
Contrastive identification of covariate shift in image data
ML Olson, TV Nguyen, G Dixit, N Ratzlaff, WK Wong, M Kahng
2021 IEEE Visualization Conference (VIS), 36-40, 2021
122021
How do people rank multiple mutant agents?
J Dodge, AA Anderson, M Olson, R Dikkala, M Burnett
Proceedings of the 27th International Conference on Intelligent User …, 2022
102022
AVA: Towards Autonomous Visualization Agents through Visual Perception‐Driven Decision‐Making
S Liu, H Miao, Z Li, M Olson, V Pascucci, PT Bremer
Computer Graphics Forum 43 (3), e15093, 2024
72024
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
M Hinck, ML Olson, D Cobbley, SY Tseng, V Lal
arXiv preprint arXiv:2404.01331, 2024
72024
Cross-gan auditing: Unsupervised identification of attribute level similarities and differences between pretrained generative models
ML Olson, S Liu, R Anirudh, JJ Thiagarajan, PT Bremer, WK Wong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
62023
Unsupervised attribute alignment for characterizing distribution shift
ML Olson, S Liu, R Anirudh, JJ Thiagarajan, WK Wong, PT Bremer
NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021
32021
Adapting pretrained language models for long document classification
ML Olson, L Zhang, CN Yu
22019
LVLM-Intrepret: An Interpretability Tool for Large Vision-Language Models
G Ben Melech Stan, E Aflalo, RY Rohekar, A Bhiwandiwalla, SY Tseng, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
12024
Debias your Large Multi-Modal Model at Test-Time with Non-Contrastive Visual Attribute Steering
N Ratzlaff, ML Olson, M Hinck, E Aflalo, SY Tseng, V Lal, P Howard
arXiv preprint arXiv:2411.12590, 2024
2024
Super-Resolution without High-Resolution Labels for Black Hole Simulations
T Helfer, TDP Edwards, J Dafflon, KWK Wong, ML Olson
arXiv preprint arXiv:2411.02453, 2024
2024
Harder to mend than to break?—counterfactual explainable artificial intelligence for lifestyle medicine and heart disease prediction
H Lane, M Valko, S Rath, MD Walker, ML Olson, S Kramer
Journal of Medical Artificial Intelligence, 2024
2024
Debiasing Large Vision-Language Models by Ablating Protected Attribute Representations
N Ratzlaff, ML Olson, M Hinck, SY Tseng, V Lal, P Howard
arXiv preprint arXiv:2410.13976, 2024
2024
ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution
S Yu, BL White, A Bhiwandiwalla, M Hinck, ML Olson, T Nguyen, V Lal
arXiv preprint arXiv:2408.15993, 2024
2024
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