Copy Detection

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

24 shown of 24 papers with code (47 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Emerging Properties in Self-Supervised Vision Transformers
  29 Apr 2021 32 repositories listed Syntology ran 5 of 20 samples · 15 unverified · 2 pointer-only (licence)
  In this paper, we question if self-supervised learning provides new properties to Vision Transformer (ViT) that stand out compared to convolutional networks (convnets).
• AnyPattern: Towards In-context Image Copy Detection
  21 Apr 2024 2 repositories listed Syntology ran 7 of 11 samples · 4 unverified
  To accommodate the "seen → unseen" generalization scenario, we construct the first large-scale pattern dataset named AnyPattern, which has the largest number of tamper patterns ($90$ for training and $10$ for testing)…
• Feature-compatible Progressive Learning for Video Copy Detection
  20 Apr 2023 2 repositories listed Syntology ran 1 of 3 samples · 2 unverified
  Video Copy Detection (VCD) has been developed to identify instances of unauthorized or duplicated video content.
• A Self-Supervised Descriptor for Image Copy Detection
  21 Feb 2022 2 repositories listed Syntology ran 0 of 9 samples · 9 unverified · 9 pointer-only (licence)
  We adapt this method to the copy detection task by changing the architecture and training objective, including a pooling operator from the instance matching literature, and adapting contrastive learning to augmentations…
• Contrastive Learning with Large Memory Bank and Negative Embedding Subtraction for Accurate Copy Detection
  8 Dec 2021 2 repositories listed Syntology ran 4 of 4 samples · 0 unverified
  Copy detection, which is a task to determine whether an image is a modified copy of any image in a database, is an unsolved problem.
• Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
  28 May 2024 1 repository listed
  By utilizing relational self-supervised distillation to transfer knowledge from a large network to a small network, we enable the training of lightweight networks with smaller descriptor sizes.
• VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
  10 Mar 2024 1 repository listed Syntology ran 8 of 9 samples · 1 unverified · 9 pointer-only (licence)
  However, Sora, along with other text-to-video diffusion models, is highly reliant on prompts, and there is no publicly available dataset that features a study of text-to-video prompts.
• Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic Data
  1 Feb 2024 1 repository listed
  Collectively, our results emphasize the importance of carefully training generative models on private medical imaging datasets, and examining the synthetic data to ensure patient privacy before sharing it for medical…
• Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach
  28 Oct 2023 1 repository listed
  To this end, we present a simple yet effective patch-matching algorithm to find the corresponding patches across the augmented views.
• Representation Learning via Consistent Assignment of Views over Random Partitions
  19 Oct 2023 1 repository listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  We extensively ablate our method and demonstrate that our proposed random partition pretext task improves the quality of the learned representations by devising multiple random classification tasks.
• The 2023 Video Similarity Dataset and Challenge
  15 Jun 2023 1 repository listed Syntology ran 0 of 4 samples · 4 unverified · 4 pointer-only (licence)
  The problem comprises two distinct but related tasks: determining whether a query video shares content with a reference video ("detection"), and additionally temporally localizing the shared content within each video…
• A Similarity Alignment Model for Video Copy Segment Matching
  25 May 2023 1 repository listed Syntology ran 0 of 12 samples · 12 unverified · 12 pointer-only (licence)
  We propose a Similarity Alignment Model(SAM) for video copy segment matching.
• A Dual-level Detection Method for Video Copy Detection
  21 May 2023 1 repository listed
  With the development of multimedia technology, Video Copy Detection has been a crucial problem for social media platforms.
• 3rd Place Solution to Meta AI Video Similarity Challenge
  24 Apr 2023 1 repository listed
  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.
• Active Image Indexing
  5 Oct 2022 1 repository listed
  First, a neural network maps an image to a vector representation, that is relatively robust to various transformations of the image.
• A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection
  24 May 2022 1 repository listed
  Moreover, this paper further reveals a unique difficulty for solving the hard negative problem in ICD, i.
• A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detection
  5 Mar 2022 1 repository listed
  In this paper, we introduce VCSL (Video Copy Segment Localization), a new comprehensive segment-level annotated video copy dataset.
• Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
  16 Feb 2022 1 repository listed
  Discriminative self-supervised learning allows training models on any random group of internet images, and possibly recover salient information that helps differentiate between the images.
• D²LV: A Data-Driven and Local-Verification Approach for Image Copy Detection
  13 Nov 2021 1 repository listed Syntology ran 0 of 1 samples · 1 unverified
  In this paper, a data-driven and local-verification (D²LV) approach is proposed to compete for Image Similarity Challenge: Matching Track at NeurIPS'21.
• Bag of Tricks and A Strong baseline for Image Copy Detection
  13 Nov 2021 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  In this paper, a bag of tricks and a strong baseline are proposed for image copy detection.
• Machine learning attack on copy detection patterns: are 1x1 patterns cloneable?
  5 Oct 2021 1 repository listed
  Nowadays, the modern economy critically requires reliable yet cheap protection solutions against product counterfeiting for the mass market.
• The 2021 Image Similarity Dataset and Challenge
  17 Jun 2021 1 repository listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  This benchmark is used for the Image Similarity Challenge at NeurIPS'21 (ISC2021).
• Video Re-localization
  5 Aug 2018 1 repository listed
  We first exploit and reorganize the videos in ActivityNet to form a new dataset for video re-localization research, which consists of about 10, 000 videos of diverse visual appearances associated with localized boundary…
• LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers
  1 Jun 2018 1 repository listed
  This paper considers a learnable approach for comparing and aligning videos.

Syntology lines on 12 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.