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Rosanne Liu
Rosanne Liu
ML Collective; Google DeepMind
Verified email at mlcollective.org - Homepage
Title
Cited by
Cited by
Year
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
34392024
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
Transactions on machine learning research, 2023
22132023
Plug and play language models: A simple approach to controlled text generation
S Dathathri, A Madotto, J Lan, J Hung, E Frank, P Molino, J Yosinski, ...
arXiv preprint arXiv:1912.02164, 2019
12882019
An intriguing failing of convolutional neural networks and the coordconv solution
R Liu, J Lehman, P Molino, F Petroski Such, E Frank, A Sergeev, ...
Advances in neural information processing systems 31, 2018
12312018
Measuring the intrinsic dimension of objective landscapes
C Li, H Farkhoor, R Liu, J Yosinski
arXiv preprint arXiv:1804.08838, 2018
5782018
Deconstructing lottery tickets: Zeros, signs, and the supermask
H Zhou, J Lan, R Liu, J Yosinski
Advances in neural information processing systems 32, 2019
5602019
Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations
L Ward, R Liu, A Krishna, VI Hegde, A Agrawal, A Choudhary, ...
Physical Review B 96 (2), 024104, 2017
4952017
A predictive machine learning approach for microstructure optimization and materials design
R Liu, A Kumar, Z Chen, A Agrawal, V Sundararaghavan, A Choudhary
Scientific reports 5 (1), 11551, 2015
4562015
What does a platypus look like? generating customized prompts for zero-shot image classification
S Pratt, I Covert, R Liu, A Farhadi
Proceedings of the IEEE/CVF international conference on computer vision …, 2023
4292023
Supermasks in superposition
M Wortsman, V Ramanujan, R Liu, A Kembhavi, M Rastegari, J Yosinski, ...
Advances in neural information processing systems 33, 15173-15184, 2020
4192020
Faster neural networks straight from jpeg
L Gueguen, A Sergeev, B Kadlec, R Liu, J Yosinski
Advances in neural information processing systems 31, 2018
3092018
Extremely simple activation shaping for out-of-distribution detection
A Djurisic, N Bozanic, A Ashok, R Liu
arXiv preprint arXiv:2209.09858, 2022
2742022
Improve mathematical reasoning in language models by automated process supervision
L Luo, Y Liu, R Liu, S Phatale, M Guo, H Lara, Y Li, L Shu, Y Zhu, L Meng, ...
arXiv preprint arXiv:2406.06592, 2024
2652024
Beyond human data: Scaling self-training for problem-solving with language models
A Singh, JD Co-Reyes, R Agarwal, A Anand, P Patil, X Garcia, PJ Liu, ...
arXiv preprint arXiv:2312.06585, 2023
2062023
A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures
H Xu, R Liu, A Choudhary, W Chen
Journal of Mechanical Design 137 (5), 051403, 2015
1872015
A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures
H Xu, R Liu, A Choudhary, W Chen
ASME International Design Engineering Technical Conferences, 2014
1872014
Language models are few-shot multilingual learners
GI Winata, A Madotto, Z Lin, R Liu, J Yosinski, P Fung
arXiv preprint arXiv:2109.07684, 2021
1672021
Machine learning approaches for elastic localization linkages in high-contrast composite materials
R Liu, YC Yabansu, A Agrawal, SR Kalidindi, AN Choudhary
Integrating Materials and Manufacturing Innovation 4 (1), 192-208, 2015
1252015
Character-aware models improve visual text rendering
R Liu, D Garrette, C Saharia, W Chan, A Roberts, S Narang, I Blok, ...
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
902023
Context aware machine learning approaches for modeling elastic localization in three-dimensional composite microstructures
R Liu, YC Yabansu, Z Yang, AN Choudhary, SR Kalidindi, A Agrawal
Integrating Materials and Manufacturing Innovation 6 (2), 160-171, 2017
822017
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