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Michael McCabe
Michael McCabe
Verified email at colorado.edu - Homepage
Title
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Year
xval: A continuous number encoding for large language models
S Golkar, M Pettee, M Eickenberg, A Bietti, M Cranmer, G Krawezik, ...
arXiv preprint arXiv:2310.02989, 2023
152023
Multiple physics pretraining for physical surrogate models
M McCabe, BRS Blancard, LH Parker, R Ohana, M Cranmer, A Bietti, ...
arXiv preprint arXiv:2310.02994, 2023
152023
Analytical and computational modeling of integral abutment bridges foundation movement due to seasonal temperature variations
J Razmi, M McCabe
International Journal of Geomechanics 20 (3), 04019189, 2020
122020
Learning to assimilate in chaotic dynamical systems
M McCabe, J Brown
Advances in neural information processing systems 34, 12237-12250, 2021
82021
Astroclip: Cross-modal pre-training for astronomical foundation models
F Lanusse, L Parker, S Golkar, M Cranmer, A Bietti, M Eickenberg, ...
arXiv preprint arXiv:2310.03024, 2023
72023
Ho, S. xval: A continuous number encoding for large language models
S Golkar, M Pettee, M Eickenberg, A Bietti, M Cranmer, G Krawezik, ...
Neural Information Processing Systems (NeurIPS) AI for Science Workshop, 2023
52023
Towards Stability of Autoregressive Neural Operators
M McCabe, P Harrington, S Subramanian, J Brown
Transactions on Machine Learning Research 2023, 2023
32023
Mapper comparison with wasserstein metrics
M McCabe
arXiv preprint arXiv:1812.06232, 2018
12018
AstroCLIP: Multimodal contrastive pretraining for astronomical data
F Lanusse, L Parker, S Golkar, M Cranmer, A Bietti, M Eickenberg, ...
Astrophysics Source Code Library, ascl: 2407.015, 2024
2024
AstroCLIP: A cross-modal foundation model for galaxies
L Parker, F Lanusse, S Golkar, L Sarra, M Cranmer, A Bietti, M Eickenberg, ...
Monthly Notices of the Royal Astronomical Society, stae1450, 2024
2024
Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
S Golkar, A Bietti, M Pettee, M Eickenberg, M Cranmer, K Hirashima, ...
arXiv preprint arXiv:2406.02585, 2024
2024
A Deep Learning Approach for Detection, Semantic Segmentation and Density Classification of Smoke in Satellite Imagery
R Koki, J Stewart, C Kumler, M McCabe
AGU Fall Meeting Abstracts 2022, H22P-1023, 2022
2022
Improving Deep Learning Seismic Arrival Pickers using Wavelet Transforms
R Koki, A Sheehan, E Bradley, M McCabe, J Brown
AGU Fall Meeting Abstracts 2022, S42C-0162, 2022
2022
Deep Learning Seismic Arrival Picks
R Koki, A Sheehan, L Bradley, M McCabe, T Priyam
Using Differentiable Physics for Self-Supervised Assimilation of Chaotic Dynamical Systems
M McCabe, J Brown
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