Samuel Stevens
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(22)
Conferences
CVPR (2)
EMNLP (2)
ICLR (1)
Top co-authors
Research topics
Keywords
benchmark evaluation
(1)
transfer learning
(1)
rationale extraction
(1)
visual reasoning
(1)
fine-grained classification
(1)
hierarchical representation
(1)
foundation model
(1)
vision-language model
(1)
vision foundation model
(1)
pre-trained language model
(1)
multimodal understanding
(1)
multimodal reasoning
(1)
zero-shot classification
(1)
language model interpretability
(1)
attention weight
(1)
reasoning benchmark
(1)
multimodal benchmark
(1)
scientific writing
(1)
domain-specific knowledge
(1)
sentence alignment
(1)
Papers
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024
BioCLIP: A Vision Foundation Model for the Tree of Life
CVPR 2024
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
ICLR 2024
arXivEdits: Understanding the Human Revision Process in Scientific Writing
EMNLP 2022
An Investigation of Language Model Interpretability via Sentence Editing
EMNLP 2021