Revisiting the "Video" in Video-Language Understanding

What makes a video task uniquely suited for videos, beyond what can be understood from a single image? Building on recent progress in self-supervised image-language models, we revisit this question in the context of video and language tasks. We propose the atemporal probe (ATP), a new model for vide...

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Bibliographic Details
Main Authors: Buch, Shyamal, Eyzaguirre, Cristobal, Gaidon, Adrien, Wu, Jiajun, Fei-Fei, Li, Niebles, Juan Carlos
Format: Conference Proceeding
Language:English
Subjects:
Analytical models
Benchmark testing
Buildings
Image recognition
Pattern recognition
Question answering (information retrieval)
Task analysis
Video analysis and understanding
Vision + language
Online Access:Request full text
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