Awesome Video Retrieval Papers

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

• ViSiL: Fine-Grained Spatio-Temporal Video Similarity Learning (ICCV) [pdf][code][bibtex]
• Video Representation Learning by Dense Predictive Coding (ICCV) [pdf][code][bibtex]

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

• Near-Duplicate Video Retrieval with Deep Metric Learning (ICCV) [pdf][code][bibtex]

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)