Lisa Dunlap

32 papers A* 12A 2Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Model AI Assignments 2026.
AAAI
Todd W. Neller, Steve Geinitz, Kevin Wang, Zach Dodds, Nicholas Dodds, Ryan O'Connor, Aimen Taha, Ananta Manoranjan, Saurabh Ray, Deepak Ajwani, Fang Sun, Paul Zhang, Pranav Subbaraman, Yizhou Sun, Lisa Dunlap, Taehan Kim, Deena Sun, Ishir Garg, Mark Ogata, Aakarsh Vermani, Narges Norouzi, Joseph Gonzalez, Varada Kolhatkar
2026 J jnl
VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents.
CoRR
Zirui Wang, Junyi Zhang, Jiaxin Ge, Long Lian, Letian Fu, Lisa Dunlap, Ken Goldberg, Xudong Wang, Ion Stoica, David M. Chan, Sewon Min, Joseph E. Gonzalez
2025 J jnl
Discovering Divergent Representations between Text-to-Image Models.
CoRR
Lisa Dunlap, Joseph E. Gonzalez, Trevor Darrell, Fabian Caba Heilbron, Josef Sivic, Bryan C. Russell
2025 A* conf
From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline.
ICML
Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2025 J jnl
Interpretable Embeddings with Sparse Autoencoders: A Data Analysis Toolkit.
CoRR
Nick Jiang, Xiaoqing Sun, Lisa Dunlap, Lewis Smith, Neel Nanda
2025 A* conf
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models.
ICLR
Lisa Dunlap, Krishna Mandal, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez
2025 A* conf
Video Action Differencing.
ICLR
James Burgess, Xiaohan Wang, Yuhui Zhang, Anita Rau, Alejandro Lozano, Lisa Dunlap, Trevor Darrell, Serena Yeung-Levy
2025 J jnl
Video Action Differencing.
CoRR
James Burgess, Xiaohan Wang, Yuhui Zhang, Anita Rau, Alejandro Lozano, Lisa Dunlap, Trevor Darrell, Serena Yeung-Levy
2025 A* conf
VisionArena: 230k Real World User-VLM Conversations with Preference Labels.
CVPR
Christopher Chou, Lisa Dunlap, Koki Mashita, Krishna Mandal, Trevor Darrell, Ion Stoica, Joseph E. Gonzalez, Wei-Lin Chiang
2025 J jnl
Visually Prompted Benchmarks Are Surprisingly Fragile.
CoRR
Haiwen Feng, Long Lian, Lisa Dunlap, Jiahao Shu, Xudong Wang, Renhao Wang, Trevor Darrell, Alane Suhr, Angjoo Kanazawa
2024 A* conf
Describing Differences in Image Sets with Natural Language.
CVPR
Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy
2024 J jnl
From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline.
CoRR
Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2024 A* conf
See, Say, and Segment: Teaching LMMs to Overcome False Premises.
CVPR
Tsung-Han Wu, Giscard Biamby, David M. Chan, Lisa Dunlap, Ritwik Gupta, Xudong Wang, Joseph E. Gonzalez, Trevor Darrell
2024 J jnl
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models.
CoRR
Lisa Dunlap, Krishna Mandal, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez
2024 J jnl
VisionArena: 230K Real World User-VLM Conversations with Preference Labels.
CoRR
Christopher Chou, Lisa Dunlap, Koki Mashita, Krishna Mandal, Trevor Darrell, Ion Stoica, Joseph E. Gonzalez, Wei-Lin Chiang
2023 J jnl
Describing Differences in Image Sets with Natural Language.
CoRR
Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy
2023 A* conf
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence.
NeurIPS
Grace Luo, Lisa Dunlap, Dong Huk Park, Aleksander Holynski, Trevor Darrell
2023 J jnl
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence.
CoRR
Grace Luo, Lisa Dunlap, Dong Huk Park, Aleksander Holynski, Trevor Darrell
2023 J jnl
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation.
CoRR
Lisa Dunlap, Alyssa Umino, Han Zhang, Jiezhi Yang, Joseph E. Gonzalez, Trevor Darrell
2023 A* conf
Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation.
NeurIPS
Lisa Dunlap, Alyssa Umino, Han Zhang, Jiezhi Yang, Joseph E. Gonzalez, Trevor Darrell
2023 J jnl
See, Say, and Segment: Teaching LMMs to Overcome False Premises.
CoRR
Tsung-Han Wu, Giscard Biamby, David M. Chan, Lisa Dunlap, Ritwik Gupta, Xudong Wang, Joseph E. Gonzalez, Trevor Darrell
2023 A* conf
Using Language to Extend to Unseen Domains.
ICLR
Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anna Rohrbach
2022 A* conf
On Guiding Visual Attention with Language Specification.
CVPR
Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach
2022 J jnl
On Guiding Visual Attention with Language Specification.
CoRR
Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach
2022 J jnl
Using Language to Extend to Unseen Domains.
CoRR
Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anna Rohrbach
2021 — conf
Elastic Hyperparameter Tuning on the Cloud.
SoCC
Lisa Dunlap, Kirthevasan Kandasamy, Ujval Misra, Richard Liaw, Michael I. Jordan, Ion Stoica, Joseph E. Gonzalez
2021 A* conf
NBDT: Neural-Backed Decision Tree.
ICLR
Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez
2021 A conf
RubberBand: cloud-based hyperparameter tuning.
EuroSys
Ujval Misra, Richard Liaw, Lisa Dunlap, Romil Bhardwaj, Kirthevasan Kandasamy, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov
2020 J jnl
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline.
CoRR
Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph Gonzalez, Ion Stoica, Alexey Tumanov
2020 J jnl
NBDT: Neural-Backed Decision Trees.
CoRR
Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Henry Jin, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez
2019 A conf
Deep Mixture of Experts via Shallow Embedding.
UAI
Xin Wang, Fisher Yu, Lisa Dunlap, Yi-An Ma, Ruth Wang, Azalia Mirhoseini, Trevor Darrell, Joseph E. Gonzalez
2019 — conf
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline.
SoCC
Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov