Methods › Graphs › Graph Representation Learning › GCA

Graph Contrastive learning with Adaptive augmentation

GCA

16 papers tagged archive 2025-07-28

Introduced by Yanqiao Zhu et al. in Graph Contrastive Learning with Adaptive Augmentation

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

16 shown of 16, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Graph Community Augmentation with GMM-based Modeling in Latent Space
  2 Dec 2024 · 0 repositories · arXiv:2412.01163
• Direction of Arrival Estimation with Sparse Subarrays
  17 Aug 2024 · 0 repositories · arXiv:2409.00033
• LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery
  24 Jun 2024 · 1 repository · arXiv:2406.16502
• Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking
  17 Mar 2024 · 0 repositories · arXiv:2403.11123
• On the Adversarial Robustness of Graph Contrastive Learning Methods
  29 Nov 2023 · 0 repositories · arXiv:2311.17853
• ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics
  26 Sep 2023 · 1 repository
• Bitstream-Corrupted JPEG Images are Restorable: Two-stage Compensation and Alignment Framework for Image Restoration
  14 Apr 2023 · 1 repository · arXiv:2304.06976
  Syntology ran 3 of 4 samples · 1 unverified
• LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images
  14 Mar 2023 · 1 repository · arXiv:2303.07747
• E(n)-equivariant Graph Neural Cellular Automata
  25 Jan 2023 · 1 repository · arXiv:2301.10497
• Generative De Novo Protein Design with Global Context
  21 Apr 2022 · 1 repository · arXiv:2204.10673
• Constructions of Polyphase Golay Complementary Arrays
  20 Apr 2022 · 0 repositories · arXiv:2204.09372
• Learning Graph Cellular Automata
  27 Oct 2021 · 1 repository · arXiv:2110.14237
• Sparse GCA and Thresholded Gradient Descent
  1 Jul 2021 · 0 repositories · arXiv:2107.00371
• Global Context Aware RCNN for Object Detection
  4 Dec 2020 · 0 repositories · arXiv:2012.02637
• Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images
  26 Nov 2020 · 3 repositories · arXiv:2011.13144
• Graph Contrastive Learning with Adaptive Augmentation
  27 Oct 2020 · 1 repository · arXiv:2010.14945

Tasks archive 2025-07-28

20 shown of 24 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections