Junjia Guo
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
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Keywords
multimodal large language model
(2)
multimodal learning
(2)
vision-language model
(2)
visual reasoning
(1)
visual grounding
(1)
object tracking
(1)
uncertainty estimation
(1)
attention head
(1)
decoding strategy
(1)
large vision-language model
(1)
temporal coherence
(1)
visual token
(1)
attention weight
(1)
visual understanding
(1)
large language model
(1)
video comprehension
(1)
video composition understanding
(1)
cinematic annotation
(1)
camera movement analysis
(1)
benchmark evaluation
(1)
Papers
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting
AAAI 2026
When to Think and When to Look: Uncertainty-Guided Lookback
CVPR 2026
Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
CVPR 2025
VidComposition: Can MLLMs Analyze Compositions in Compiled Videos?
CVPR 2025