Lisa Dunlap

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Parameter Tuning

Top Venues

Publications

Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline. CoRR (2024)
Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy
Describing Differences in Image Sets with Natural Language. CoRR (2023)
Lisa Dunlap, Alyssa Umino, Han Zhang, Jiezhi Yang, Joseph E. Gonzalez, Trevor Darrell
Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation. NeurIPS (2023)
Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anna Rohrbach
Using Language to Extend to Unseen Domains. ICLR (2023)
Tsung-Han Wu, Giscard Biamby, David Chan, Lisa Dunlap, Ritwik Gupta, Xudong Wang, Joseph E. Gonzalez, Trevor Darrell
See, Say, and Segment: Teaching LMMs to Overcome False Premises. CoRR (2023)
Grace Luo, Lisa Dunlap, Dong Huk Park, Aleksander Holynski, Trevor Darrell
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence. CoRR (2023)
Lisa Dunlap, Alyssa Umino, Han Zhang, Jiezhi Yang, Joseph E. Gonzalez, Trevor Darrell
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation. CoRR (2023)
Grace Luo, Lisa Dunlap, Dong Huk Park, Aleksander Holynski, Trevor Darrell
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence. NeurIPS (2023)
Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach
On Guiding Visual Attention with Language Specification. CoRR (2022)
Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach
On Guiding Visual Attention with Language Specification. CVPR (2022)
Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anna Rohrbach
Using Language to Extend to Unseen Domains. CoRR (2022)
Ujval Misra, Richard Liaw, Lisa Dunlap, Romil Bhardwaj, Kirthevasan Kandasamy, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov
RubberBand: cloud-based hyperparameter tuning. EuroSys (2021)
Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez
NBDT: Neural-Backed Decision Tree. ICLR (2021)
Lisa Dunlap, Kirthevasan Kandasamy, Ujval Misra, Richard Liaw, Michael I. Jordan, Ion Stoica, Joseph E. Gonzalez
Elastic Hyperparameter Tuning on the Cloud. SoCC (2021)
Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Henry Jin, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez
NBDT: Neural-Backed Decision Trees. CoRR (2020)
Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph Gonzalez, Ion Stoica, Alexey Tumanov
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline. CoRR (2020)
Xin Wang, Fisher Yu, Lisa Dunlap, Yi-An Ma, Ruth Wang, Azalia Mirhoseini, Trevor Darrell, Joseph E. Gonzalez
Deep Mixture of Experts via Shallow Embedding. UAI (2019)
Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline. SoCC (2019)
Yitian Zou, Ion Stoica, Joseph E. Gonzalez, Romil Bhardwaj, Lisa Dunlap, Richard Liaw, Alexey Tumanov
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline. SoCC (2019)