Shiwei Tan
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
variational inference
(1)
image retrieval
(1)
probabilistic model
(1)
foundation model
(1)
multimodal large language model
(1)
multimodal understanding
(1)
patch embedding
(1)
joint distribution
(1)
conceptual explanation
(1)
visual retrieval
(1)
long-context evaluation
(1)
concept interpretation
(1)
probabilistic concept explainers
(1)
trustworthy post-hoc interpretations
(1)
variational bayesian framework
(1)
Papers
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
NAACL 2025
Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models
ICML 2024
Variational Language Concepts for Interpreting Foundation Language Models
EMNLP 2024