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 | 171 | 2020 |
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 | 98 | 2020 |
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 | 47 | 2019 |
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 | 28 | 2021 |
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 | 26 | 2024 |
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 | 21 | 2024 |
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 | 20 | 2022 |
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 | 18 | 2022 |
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 | 12 | 2004 |
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 | 6 | 2023 |
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 | 6 | 2021 |
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 | 5 | 2020 |
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 | 2 | 2023 |
Interpretable Few-Shot Image Classification with Neural-Backed Decision Trees S Lee, J Gonzalez, M Wright | | 2020 |