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Awesome Video Retrieval Papers Awesome

Through this repository, we curate a list of papers (and code) for video retrieval, primarily with video as input.

2022

  • Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting (WACV) [pdf][code][bibtex]

2021

  • Temporal Context Aggregation for Video Retrieval with Contrastive Learning (WACV) [pdf][code][bibtex]
  • Towards Explainable Interactive Multi-modal Video Retrieval with Vitrivr (MMM) [pdf][website][bibtex]
  • Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval (ICPR) [pdf][bibtex]
  • Mixer: Eficiently Understanding and Retrieving Visual Content at Web-scale (VLDB) [pdf][bibtex]
  • DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval [ArXiv] [code]
  • Video Contrastive Learning with Global Context (ICCV-W) [ArXiv][code]

2020

  • Central Similarity Quantization for Efficient Image and Video Retrieval (CVPR) [pdf][code][bibtex]
  • Self-supervised Video Representation Learning by Pace Prediction (ECCV) [pdf][code][bibtex]
  • Memory-augmented Dense Predictive Coding for Video Representation Learning (ECCV) [pdf][code][bibtex]
  • Self-supervised Co-training for Video Representation Learning (NeurIPS) [pdf][code][bibtex]

2019

2018

  • Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos (ECCV) [pdf][bibtex]
  • LAMV: Learning to align and match videos with kernelized temporal layers (CVPR) [pdf][bibtex][code]

2017

2015

  • Temporal Matching Kernel with Explicit Feature Maps (ACM MM) [pdf][bibtex]

Contributing

Please help contribute this list by creating a pull request with the markdown format:

* <Paper_Title> (<Venue>) [[pdf]](link)[[code]](link)[[bibtex]](link)

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