Samuel Stevens
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI · Artificial Intelligence
(3)
Computer Vision
(2)
Analysis
(2)
Applications
(2)
Architectures
(2)
Models
(2)
Healthcare & Medicine
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Types
(1)
Keywords
fine-grained classification
(2)
benchmark evaluation
(1)
transfer learning
(1)
rationale extraction
(1)
visual reasoning
(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
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis
ICLR 2024
BioCLIP: A Vision Foundation Model for the Tree of Life
CVPR 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024
arXivEdits: Understanding the Human Revision Process in Scientific Writing
EMNLP 2022
An Investigation of Language Model Interpretability via Sentence Editing
EMNLP 2021