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Video-Text Retrieval

Video-Text retrieval requires understanding of both video and language together. Therefore it's different to video retrieval task.

Papers

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Showing 11–20 of 111 papers

Title	Date	Tasks	Status	Hype	Score
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs	Jun 9, 2022	Image CaptioningImage Classification	CodeCode Available	2	5
COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning	Nov 1, 2020	Cross-Modal RetrievalRepresentation Learning	CodeCode Available	1	5
Global and Local Semantic Completion Learning for Vision-Language Pre-training	Jun 12, 2023	cross-modal alignmentImage-text Retrieval	CodeCode Available	1	5
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data	Oct 8, 2023	Action RecognitionContinual Learning	CodeCode Available	1	5
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval	Apr 18, 2021	RetrievalText Retrieval	CodeCode Available	1	5
Bridging Video-text Retrieval with Multiple Choice Questions	Jan 13, 2022	Action RecognitionLinear evaluation	CodeCode Available	1	5
HANet: Hierarchical Alignment Networks for Video-Text Retrieval	Jul 26, 2021	RetrievalText Matching	CodeCode Available	1	5
CLIP2Video: Mastering Video-Text Retrieval via Image CLIP	Jun 21, 2021	Language ModelingLanguage Modelling	CodeCode Available	1	5
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval	Jun 10, 2025	Image CaptioningRetrieval	CodeCode Available	1	5
Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning	Mar 1, 2020	Cross-Modal RetrievalRetrieval	CodeCode Available	1	5

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