Tony Lee
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π Conference Polyglot Β· Silver π Keyword Champion (2)
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Mega-Team Β· Squad
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Unstoppable Β· Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
benchmark evaluation
(3)
distribution shift
(2)
model comparison
(2)
multimodal learning
(2)
vision-language model
(2)
question answering
(1)
structure extraction
(1)
image synthesis
(1)
text-to-image generation
(1)
image quality assessment
(1)
inference efficiency
(1)
model fairness
(1)
hallucination error
(1)
subgoal decomposition
(1)
embodied decision-making
(1)
image rendering
(1)
modeling approach
(1)
concurrence analysis
(1)
action sequencing
(1)
cost model
(1)
Papers
RoboArena: Distributed Real-World Evaluation of Generalist Robot Policies
CoRL 2025
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
NeurIPS 2024
Image2Struct: Benchmarking Structure Extraction for Vision-Language Models
NeurIPS 2024
VHELM: A Holistic Evaluation of Vision Language Models
NeurIPS 2024
Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models
NeurIPS 2023
Do Question Answering Modeling Improvements Hold Across Benchmarks?
ACL 2023
Holistic Evaluation of Text-to-Image Models
NeurIPS 2023
Extending the WILDS Benchmark for Unsupervised Adaptation
ICLR 2022
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021