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Benjamin Hoover
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Diffusiondb: A large-scale prompt gallery dataset for text-to-image generative models
ZJ Wang, E Montoya, D Munechika, H Yang, B Hoover, DH Chau
arXiv preprint arXiv:2210.14896, 2022
2412022
Extraction of organic chemistry grammar from unsupervised learning of chemical reactions
P Schwaller, B Hoover, JL Reymond, H Strobelt, T Laino
Science Advances 7 (15), eabe4166, 2021
2102021
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models
B Hoover, H Strobelt, S Gehrmann
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
1942020
Interactive and visual prompt engineering for ad-hoc task adaptation with large language models
H Strobelt, A Webson, V Sanh, B Hoover, J Beyer, H Pfister, AM Rush
IEEE transactions on visualization and computer graphics 29 (1), 1146-1156, 2022
1762022
CogMol: Target-specific and selective drug design for COVID-19 using deep generative models
V Chenthamarakshan, P Das, S Hoffman, H Strobelt, I Padhi, KW Lim, ...
Advances in Neural Information Processing Systems 33, 4320-4332, 2020
1082020
Managing the SOS Response for Enhanced CRISPR-Cas-Based Recombineering in E. coli through Transient Inhibition of Host RecA Activity
EA Moreb, B Hoover, A Yaseen, N Valyasevi, Z Roecker, ...
ACS Synthetic Biology 6 (12), 2209-2218, 2017
512017
Shared interest: Measuring human-ai alignment to identify recurring patterns in model behavior
A Boggust, B Hoover, A Satyanarayan, H Strobelt
Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022
502022
Energy transformer
B Hoover, Y Liang, B Pham, R Panda, H Strobelt, DH Chau, M Zaki, ...
Advances in Neural Information Processing Systems 36, 2024
422024
Can a fruit fly learn word embeddings?
Y Liang, CK Ryali, B Hoover, L Grinberg, S Navlakha, MJ Zaki, D Krotov
arXiv preprint arXiv:2101.06887, 2021
372021
Diffusion explainer: Visual explanation for text-to-image stable diffusion
S Lee, B Hoover, H Strobelt, ZJ Wang, SY Peng, A Wright, K Li, H Park, ...
2024 IEEE Visualization and Visual Analytics (VIS), 96-100, 2024
252024
LMdiff: A visual diff tool to compare language models
H Strobelt, B Hoover, A Satyanarayan, S Gehrmann
arXiv preprint arXiv:2111.01582, 2021
222021
Fairness evaluation in text classification: Machine learning practitioner perspectives of individual and group fairness
Z Ashktorab, B Hoover, M Agarwal, C Dugan, W Geyer, HB Yang, ...
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
192023
Fairytailor: A multimodal generative framework for storytelling
E Bensaid, M Martino, B Hoover, H Strobelt
arXiv preprint arXiv:2108.04324, 2021
192021
Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox’s Bazar settlement
J Aylett-Bullock, C Cuesta-Lazaro, A Quera-Bofarull, A Katta, ...
PLOS Computational Biology 17 (10), e1009360, 2021
18*2021
Memory in plain sight: A survey of the uncanny resemblances between diffusion models and associative memories
B Hoover, H Strobelt, D Krotov, J Hoffman, Z Kira, DH Chau
Associative Memory {\&} Hopfield Networks in 2023, 2023
132023
A Universal Abstraction for Hierarchical Hopfield Networks
B Hoover, DH Chau, H Strobelt, D Krotov
The Symbiosis of Deep Learning and Differential Equations II, 2022
112022
ConceptEvo: Interpreting Concept Evolution in Deep Learning Training
H Park, S Lee, B Hoover, A Wright, O Shaikh, R Duggal, N Das, J Hoffman, ...
arXiv e-prints, arXiv: 2203.16475, 2022
42022
Operational response simulation tool for epidemics within refugee and IDP settlements
J Bullock, C Cuesta-Lazaro, A Quera-Bofarull, A Katta, KH Pham, ...
medRxiv, 2021
42021
Transformer Explainer: Interactive Learning of Text-Generative Models
A Cho, GC Kim, A Karpekov, A Helbling, ZJ Wang, S Lee, B Hoover, ...
arXiv preprint arXiv:2408.04619, 2024
32024
Dense Associative Memory Through the Lens of Random Features
B Hoover, DH Chau, H Strobelt, P Ram, D Krotov
arXiv preprint arXiv:2410.24153, 2024
12024
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