mlsanityData to 7 Oct 2026

3rd Place Solution to Meta AI Video Similarity Challenge

arXiv 2304.11964 ↗First posted 24 Apr 2023cs.CVcited by 2

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Abstract (arXiv)

This paper presents our 3rd place solution in both Descriptor Track and Matching Track of the Meta AI Video Similarity Challenge (VSC2022), a competition aimed at detecting video copies. Our approach builds upon existing image copy detection techniques and incorporates several strategies to exploit on the properties of video data, resulting in a simple yet powerful solution. By employing our proposed method, we achieved substantial improvements in accuracy compared to the baseline results (Descriptor Track: 38% improvement, Matching Track: 60% improvement). Our code is publicly available here: https://github.com/line/Meta-AI-Video-Similarity-Challenge-3rd-Place-Solution

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 14 of its 20 references that are in the map. First posted on arXiv 24 Apr 2023.

Builds on

14 of 20 references.

References · 14

  1. 2015Deep Residual Learning for Image Recognitioncited by 51,809
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  5. 2022A Self-Supervised Descriptor for Image Copy Detectioncited by 175
  6. 2021The 2021 Image Similarity Dataset and Challengecited by 44
  7. 2019ViSiL: Fine-grained Spatio-Temporal Video Similarity Learningcited by 41
  8. 2021Contrastive Learning with Large Memory Bank and Negative Embedding Subtraction for Accurate Copy Detectioncited by 23
  9. 2022Boosting vision transformers for image retrievalcited by 19
  10. 2022TransVCL: Attention-enhanced Video Copy Localization Network with Flexible Supervisioncited by 15
  11. 2022Results and findings of the 2021 Image Similarity Challengecited by 10
  12. 2022A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detectioncited by 10
2 more
  1. 2022A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detectioncited by 9
  2. 2022Active Image Indexingcited by 8

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Citing papers per year: 2023: 1; 2024: 1.

2 papers.