set matching

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

19 shown of 19 papers with code (41 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.

• DETRs with Hybrid Matching
  26 Jul 2022 8 repositories listed Syntology ran 14 of 18 samples · 4 unverified · 1 pointer-only (licence)
  One-to-one set matching is a key design for DETR to establish its end-to-end capability, so that object detection does not require a hand-crafted NMS (non-maximum suppression) to remove duplicate detections.
• DETRs with Collaborative Hybrid Assignments Training
  22 Nov 2022 6 repositories listed Syntology ran 0 of 5 samples · 5 unverified
  This new training scheme can easily enhance the encoder's learning ability in end-to-end detectors by training the multiple parallel auxiliary heads supervised by one-to-many label assignments such as ATSS and Faster…
• An Exact Hypergraph Matching Algorithm for Nuclear Identification in Embryonic Caenorhabditis elegans
  20 Apr 2021 4 repositories listed
  Finding an optimal correspondence between point sets is a common task in computer vision.
• ESM+: Modern Insights into Perspective on Text-to-SQL Evaluation in the Age of Large Language Models
  10 Jul 2024 2 repositories listed
  Our results show that EXE and ESM have high false positive and negative rates of 11.
• SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
  30 Aug 2021 2 repositories listed
  This paper addresses the problem of set-to-set matching, which involves matching two different sets of items based on some criteria, especially in the case of high-dimensional items like images.
• More Than Meets The Eye: Semi-supervised Learning Under Non-IID Data
  20 Apr 2021 2 repositories listed
  In this work, we demonstrate the limits of semantic data set matching.
• Exchangeable deep neural networks for set-to-set matching and learning
  22 Oct 2019 2 repositories listed
  Matching two different sets of items, called heterogeneous set-to-set matching problem, has recently received attention as a promising problem.
• Decoupling Semantic Similarity from Spatial Alignment for Neural Networks
  30 Oct 2024 1 repository listed
  In this paper, we propose to solve this through semantic RSMs, which are invariant to spatial permutation.
• Scaling Manipulation Learning with Visual Kinematic Chain Prediction
  12 Jun 2024 1 repository listed
  Learning general-purpose models from diverse datasets has achieved great success in machine learning.
• Sketch-based Video Object Localization
  2 Apr 2023 1 repository listed
  We introduce Sketch-based Video Object Localization (SVOL), a new task aimed at localizing spatio-temporal object boxes in video queried by the input sketch.
• From Semi-supervised to Omni-supervised Room Layout Estimation Using Point Clouds
  31 Jan 2023 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  But adapting this scheme to the state-of-the-art (SOTA) solution for PC-based layout estimation is not straightforward.
• HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition
  9 Jan 2023 1 repository listed
  To be specific, HyRSM++ consists of two key components, a hybrid relation module and a temporal set matching metric.
• Learning Object-Language Alignments for Open-Vocabulary Object Detection
  27 Nov 2022 1 repository listed
  In this paper, we propose a novel open-vocabulary object detection framework directly learning from image-text pair data.
• AO2-DETR: Arbitrary-Oriented Object Detection Transformer
  25 May 2022 1 repository listed
  Comprehensive experiments on several challenging datasets show that our method achieves superior performance on the AOOD task.
• Hybrid Relation Guided Set Matching for Few-shot Action Recognition
  28 Apr 2022 1 repository listed
  To overcome the two limitations, we propose a novel Hybrid Relation guided Set Matching (HyRSM) approach that incorporates two key components: hybrid relation module and set matching metric.
• The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs
  30 Oct 2021 1 repository listed
  Usual relations between entities could be captured using graphs; but those of a higher-order -- more so between two different types of entities (which we term "left" and "right") -- calls for a "bipartite hypergraph".
• FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase
  1 Jun 2019 1 repository listed
  In this paper, we present a new data set, named FreebaseQA, for open-domain factoid question answering (QA) tasks over structured knowledge bases, like Freebase.
• Convolutional Set Matching for Graph Similarity
  23 Oct 2018 1 repository listed
  We introduce GSimCNN (Graph Similarity Computation via Convolutional Neural Networks) for predicting the similarity score between two graphs.
• Learning-based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching
  10 Sep 2018 1 repository listed
  Since computing the exact distance/similarity between two graphs is typically NP-hard, a series of approximate methods have been proposed with a trade-off between accuracy and speed.

Syntology lines on 3 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.