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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 1–25 of 111 papers

TitleStatusHype
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic AlignmentCode4
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video UnderstandingCode4
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal UnderstandingCode3
Vision-Language Pre-training: Basics, Recent Advances, and Future TrendsCode3
One Trajectory, One Token: Grounded Video Tokenization via Panoptic Sub-object TrajectoryCode2
vid-TLDR: Training Free Token merging for Light-weight Video TransformerCode2
M2-RAAP: A Multi-Modal Recipe for Advancing Adaptation-based Pre-training towards Effective and Efficient Zero-shot Video-text RetrievalCode2
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video UnderstandingCode2
CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation AlignmentCode2
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEsCode2
Egocentric Video-Language PretrainingCode2
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text RetrievalCode1
LoVR: A Benchmark for Long Video Retrieval in Multimodal ContextsCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
Learning Video Context as Interleaved Multimodal SequencesCode1
Video-Language Alignment via Spatio-Temporal Graph TransformerCode1
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic TasksCode1
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain RetrievalCode1
RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosCode1
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language UnderstandingCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal RetrievalCode1
Unified Coarse-to-Fine Alignment for Video-Text RetrievalCode1
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and MemoryCode1
Multi-event Video-Text RetrievalCode1
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