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Lisa Dunlap
Lisa Dunlap
Verified email at berkeley.edu
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Year
NBDT: neural-backed decision trees
A Wan, L Dunlap, D Ho, J Yin, S Lee, H Jin, S Petryk, SA Bargal, ...
arXiv preprint arXiv:2004.00221, 2020
1692020
Deep mixture of experts via shallow embedding
X Wang, F Yu, L Dunlap, YA Ma, R Wang, A Mirhoseini, T Darrell, ...
Uncertainty in artificial intelligence, 552-562, 2020
982020
Hypersched: Dynamic resource reallocation for model development on a deadline
R Liaw, R Bhardwaj, L Dunlap, Y Zou, JE Gonzalez, I Stoica, A Tumanov
Proceedings of the ACM Symposium on Cloud Computing, 61-73, 2019
462019
Rubberband: cloud-based hyperparameter tuning
U Misra, R Liaw, L Dunlap, R Bhardwaj, K Kandasamy, JE Gonzalez, ...
Proceedings of the Sixteenth European Conference on Computer Systems, 327-342, 2021
282021
Diffusion hyperfeatures: Searching through time and space for semantic correspondence
G Luo, L Dunlap, DH Park, A Holynski, T Darrell
Advances in Neural Information Processing Systems 36, 2024
262024
Diversify your vision datasets with automatic diffusion-based augmentation
L Dunlap, A Umino, H Zhang, J Yang, JE Gonzalez, T Darrell
Advances in Neural Information Processing Systems 36, 2024
212024
Using language to extend to unseen domains
L Dunlap, C Mohri, D Guillory, H Zhang, T Darrell, JE Gonzalez, ...
The Eleventh International Conference on Learning Representations, 2022
202022
On guiding visual attention with language specification
S Petryk, L Dunlap, K Nasseri, J Gonzalez, T Darrell, A Rohrbach
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
172022
NBDT: Neural-backed decision trees. arXiv 2020
A Wan, L Dunlap, D Ho, J Yin, S Lee, H Jin, S Petryk, SA Bargal, ...
arXiv preprint arXiv:2004.00221, 2004
122004
See, say, and segment: Teaching lmms to overcome false premises
TH Wu, G Biamby, D Chan, L Dunlap, R Gupta, X Wang, JE Gonzalez, ...
arXiv preprint arXiv:2312.08366, 2023
62023
Elastic hyperparameter tuning on the cloud
L Dunlap, K Kandasamy, U Misra, R Liaw, M Jordan, I Stoica, ...
Proceedings of the ACM Symposium on Cloud Computing, 33-46, 2021
62021
Habitat-dependent search behavior in the Colorado Checkered Whiptail (Aspidoscelis neotesselata)
K Utsumi, C Kusaka, R Pedersen, C Staley, L Dunlap, SG Smith, MA Eifler, ...
Western North American Naturalist 80 (1), 11-18, 2020
52020
Describing Differences in Image Sets with Natural Language
L Dunlap, Y Zhang, X Wang, R Zhong, T Darrell, J Steinhardt, ...
arXiv preprint arXiv:2312.02974, 2023
12023
Interpretable Few-Shot Image Classification with Neural-Backed Decision Trees
S Lee, J Gonzalez, M Wright
2020
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