Methods › Graphs › Graph Representation Learning › Contrastive Learning

Contrastive Learning

5,057 papers tagged archive 2025-07-28

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

30 shown of 5,057, 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.

• SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts
  17 Jul 2025 · 0 repositories · arXiv:2507.13105
• Similarity-Guided Diffusion for Contrastive Sequential Recommendation
  16 Jul 2025 · 0 repositories · arXiv:2507.11866
• Latent Space Consistency for Sparse-View CT Reconstruction
  15 Jul 2025 · 0 repositories · arXiv:2507.11152
• LLM-Driven Dual-Level Multi-Interest Modeling for Recommendation
  15 Jul 2025 · 0 repositories · arXiv:2507.10917
• Self-supervised pretraining of vision transformers for animal behavioral analysis and neural encoding
  13 Jul 2025 · 0 repositories · arXiv:2507.09513
• NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation
  10 Jul 2025 · 1 repository · arXiv:2507.07522
• From ID-based to ID-free: Rethinking ID Effectiveness in Multimodal Collaborative Filtering Recommendation
  8 Jul 2025 · 1 repository · arXiv:2507.05715
• Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations
  8 Jul 2025 · 0 repositories · arXiv:2507.06044
• Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation
  7 Jul 2025 · 1 repository · arXiv:2507.04623
• Neural-Driven Image Editing
  7 Jul 2025 · 1 repository · arXiv:2507.05397
• Weakly-supervised Contrastive Learning with Quantity Prompts for Moving Infrared Small Target Detection
  3 Jul 2025 · 1 repository · arXiv:2507.02454
• FOCUS: Fine-grained Optimization with Semantic Guided Understanding for Pedestrian Attributes Recognition
  28 Jun 2025 · 0 repositories · arXiv:2506.22836
• AgentStealth: Reinforcing Large Language Model for Anonymizing User-generated Text
  26 Jun 2025 · 1 repository · arXiv:2506.22508
  Syntology ran 0 of 9 samples · 9 unverified
• Boosting Generative Adversarial Transferability with Self-supervised Vision Transformer Features
  26 Jun 2025 · 1 repository · arXiv:2506.21046
• Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning
  26 Jun 2025 · 1 repository · arXiv:2506.21006
• DiMPLe -- Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation
  26 Jun 2025 · 0 repositories · arXiv:2506.21237
• Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs
  26 Jun 2025 · 1 repository · arXiv:2506.20980
• PeakNetFP: Peak-based Neural Audio Fingerprinting Robust to Extreme Time Stretching
  26 Jun 2025 · 0 repositories · arXiv:2506.21086
• Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition
  26 Jun 2025 · 1 repository · arXiv:2506.21165
• V2X-REALM: Vision-Language Model-Based Robust End-to-End Cooperative Autonomous Driving with Adaptive Long-Tail Modeling
  26 Jun 2025 · 0 repositories · arXiv:2506.21041
• ConViTac: Aligning Visual-Tactile Fusion with Contrastive Representations
  25 Jun 2025 · 0 repositories · arXiv:2506.20757
• Directed Link Prediction using GNN with Local and Global Feature Fusion
  25 Jun 2025 · 0 repositories · arXiv:2506.20235
• FixCLR: Negative-Class Contrastive Learning for Semi-Supervised Domain Generalization
  25 Jun 2025 · 0 repositories · arXiv:2506.20841
• scMamba: A Scalable Foundation Model for Single-Cell Multi-Omics Integration Beyond Highly Variable Feature Selection
  25 Jun 2025 · 0 repositories · arXiv:2506.20697
• Global and Local Contrastive Learning for Joint Representations from Cardiac MRI and ECG
  24 Jun 2025 · 1 repository · arXiv:2506.20683
• Iterative Quantum Feature Maps
  24 Jun 2025 · 0 repositories · arXiv:2506.19461
• VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration
  24 Jun 2025 · 0 repositories · arXiv:2506.19975
• SSAVSV: Towards Unified Model for Self-Supervised Audio-Visual Speaker Verification
  21 Jun 2025 · 0 repositories · arXiv:2506.17694
• A Simple Contrastive Framework Of Item Tokenization For Generative Recommendation
  20 Jun 2025 · 0 repositories · arXiv:2506.16683
• Metapath-based Hyperbolic Contrastive Learning for Heterogeneous Graph Embedding
  20 Jun 2025 · 0 repositories · arXiv:2506.16754

Tasks archive 2025-07-28

20 shown of 1,405 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

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