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Career

· PhD Student, UC Berkeley2021–

Publications (25)

From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
International Conference on Machine Learning · 2024
346
cited
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence
Neural Information Processing Systems · 2023
198
cited
Deep Mixture of Experts via Shallow Embedding
Conference on Uncertainty in Artificial Intelligence · 2018
135
cited
NBDT: Neural-Backed Decision Trees
arXiv.org · 2020
116
cited
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation
Neural Information Processing Systems · 2023
112
cited
NBDT: Neural-Backed Decision Tree
International Conference on Learning Representations · 2021
53
cited
Describing Differences in Image Sets with Natural Language
Computer Vision and Pattern Recognition · 2023
51
cited
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline
ACM Symposium on Cloud Computing · 2019
49
cited
Using Language to Extend to Unseen Domains
International Conference on Learning Representations · 2022
46
cited
On Guiding Visual Attention with Language Specification
Computer Vision and Pattern Recognition · 2022
40
cited
See, Say, and Segment: Teaching LMMs to Overcome False Premises
Computer Vision and Pattern Recognition · 2023
34
cited
RubberBand: cloud-based hyperparameter tuning
European Conference on Computer Systems · 2021
28
cited
VisionArena: 230K Real World User-VLM Conversations with Preference Labels
Computer Vision and Pattern Recognition · 2024
14
cited
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models
arXiv.org · 2024
11
cited
Habitat-Dependent Search Behavior in the Colorado Checkered Whiptail (Aspidoscelis neotesselata)
Western North American Naturalist · 2020
8
cited
Video Action Differencing
International Conference on Learning Representations · 2025
8
cited
Elastic Hyperparameter Tuning on the Cloud
ACM Symposium on Cloud Computing · 2021
7
cited
Interpretable Few-Shot Image Classification with Neural-Backed Decision Trees
2020
2
cited
Discovering Divergent Representations between Text-to-Image Models
arXiv.org · 2025
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