Video Retrieval Collection

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“[ECCV2024] Video Foundation Models & Data for Multimodal Understanding”

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“[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks. ”

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“This repo contains the code for "VLM2Vec" [ICLR 2025], "VLM2Vec-V2 [TMLR 2026]", and "MMEB-V3"”

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“Official code for Goldfish model for long video understanding and MiniGPT4-video for short video understanding ”

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“AI-Powered Video Retrieval & Clipping Tool”

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“[NeurIPS 2021] Moment-DETR code and QVHighlights dataset”

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“Video embeddings for retrieval with natural language queries”

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“Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Pre-training Dataset and Benchmarks”

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“Official pytorch repository for "QD-DETR : Query-Dependent Video Representation for Moment Retrieval and Highlight Detection" (CVPR 2023 Paper)”

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“mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video (ICML 2023)”

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“Authors official PyTorch implementation of the "ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning" [ICCV 2019]”

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“[ECCV 2020] PyTorch code for XML on TVRetrieval dataset - TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval”

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“[NeurIPS 2022 Spotlight] Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations”

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“[ICCV 2023] DiffusionRet: Generative Text-Video Retrieval with Diffusion Model”

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“A PyTorch implementation of VIOLET”

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“[CVPR 2023 Highlight & TPAMI] Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning”

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“Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]”

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“Hierarchical Video-Moment Retrieval and Step-Captioning (CVPR 2023)”