Browse State-of-the-Art › Contrastive Learning › Papers, page 46

Contrastive Learning

Papers archive 2025-07-28

archive papers tagged: 6,661 · with a code link: 3,104 · where Syntology ran a sample: 920 (795 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (920 of 6,661 tagged: 795 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 46 of 67: papers 4,501 to 4,600 of 6,661, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Enhanced Urban Region Profiling with Adversarial Self-Supervised Learning for Robust Forecasting and Security
  2 Feb 2024 0 repositories listed
• In-Context Learning for Few-Shot Nested Named Entity Recognition
  2 Feb 2024 0 repositories listed
• Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations
  2 Feb 2024 0 repositories listed
• NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties
  2 Feb 2024 0 repositories listed
• FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records
  1 Feb 2024 0 repositories listed
• Improving Dialog Safety using Socially Aware Contrastive Learning
  1 Feb 2024 0 repositories listed
• Instance Paradigm Contrastive Learning for Domain Generalization
  1 Feb 2024 0 repositories listed
• All Beings Are Equal in Open Set Recognition
  31 Jan 2024 0 repositories listed
• Episodic-free Task Selection for Few-shot Learning
  31 Jan 2024 0 repositories listed
• Graph Multi-Similarity Learning for Molecular Property Prediction
  31 Jan 2024 0 repositories listed
• iMove: Exploring Bio-impedance Sensing for Fitness Activity Recognition
  31 Jan 2024 0 repositories listed
• Rank Supervised Contrastive Learning for Time Series Classification
  31 Jan 2024 0 repositories listed
• Towards Personalized Privacy: User-Governed Data Contribution for Federated Recommendation
  31 Jan 2024 0 repositories listed
• Detection and Recovery Against Deep Neural Network Fault Injection Attacks Based on Contrastive Learning
  30 Jan 2024 0 repositories listed
• Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI
  30 Jan 2024 0 repositories listed
• ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning
  29 Jan 2024 0 repositories listed
• GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling
  29 Jan 2024 0 repositories listed
• Regressing Transformers for Data-efficient Visual Place Recognition
  29 Jan 2024 0 repositories listed
• Transformer-based Clipped Contrastive Quantization Learning for Unsupervised Image Retrieval
  27 Jan 2024 0 repositories listed
• Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective
  26 Jan 2024 0 repositories listed
• Challenging Low Homophily in Social Recommendation
  26 Jan 2024 0 repositories listed
• Incorporating simulated spatial context information improves the effectiveness of contrastive learning models
  26 Jan 2024 0 repositories listed
• PepGB: Facilitating peptide drug discovery via graph neural networks
  26 Jan 2024 0 repositories listed
• Enhancing cross-domain detection: adaptive class-aware contrastive transformer
  24 Jan 2024 0 repositories listed
• Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery
  24 Jan 2024 0 repositories listed
• Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning
  23 Jan 2024 0 repositories listed
• DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing
  23 Jan 2024 0 repositories listed
• Contrastive Learning and Cycle Consistency-based Transductive Transfer Learning for Target Annotation
  22 Jan 2024 0 repositories listed
• Joint Audio-Visual Attention with Contrastive Learning for More General Deepfake Detection
  22 Jan 2024 0 repositories listed
• SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
  22 Jan 2024 0 repositories listed
• Self-supervised Contrastive Learning for 6G UM-MIMO THz Communications: Improving Robustness Under Imperfect CSI
  21 Jan 2024 0 repositories listed
• Visual Imitation Learning with Calibrated Contrastive Representation
  21 Jan 2024 0 repositories listed
• DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection
  20 Jan 2024 0 repositories listed
• Adversarial Robustness of Link Sign Prediction in Signed Graphs
  19 Jan 2024 0 repositories listed
• Enhancing medical vision-language contrastive learning via inter-matching relation modelling
  19 Jan 2024 0 repositories listed
• Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning
  19 Jan 2024 0 repositories listed
• Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition
  19 Jan 2024 0 repositories listed
• HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization
  18 Jan 2024 0 repositories listed
• Self-supervised New Activity Detection in Sensor-based Smart Environments
  17 Jan 2024 0 repositories listed
• CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding
  17 Jan 2024 0 repositories listed
• On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations
  17 Jan 2024 0 repositories listed
• Adversarial Masking Contrastive Learning for vein recognition
  16 Jan 2024 0 repositories listed
• Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models
  16 Jan 2024 0 repositories listed
• How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?
  15 Jan 2024 0 repositories listed
• MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition
  14 Jan 2024 0 repositories listed
• SpineCLUE: Automatic Vertebrae Identification Using Contrastive Learning and Uncertainty Estimation
  14 Jan 2024 0 repositories listed
• Contrastive Learning with Negative Sampling Correction
  13 Jan 2024 0 repositories listed
• Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization
  13 Jan 2024 0 repositories listed
• Contrastive Learning With Audio Discrimination For Customizable Keyword Spotting In Continuous Speech
  12 Jan 2024 0 repositories listed
• ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration
  11 Jan 2024 0 repositories listed
• Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
  11 Jan 2024 0 repositories listed
• BELHD: Improving Biomedical Entity Linking with Homonoym Disambiguation
  10 Jan 2024 0 repositories listed
• SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image
  10 Jan 2024 0 repositories listed
• Attention versus Contrastive Learning of Tabular Data -- A Data-centric Benchmarking
  8 Jan 2024 0 repositories listed
• Efficient Selective Audio Masked Multimodal Bottleneck Transformer for Audio-Video Classification
  8 Jan 2024 0 repositories listed
• End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction
  8 Jan 2024 0 repositories listed
• Two-stream joint matching method based on contrastive learning for few-shot action recognition
  8 Jan 2024 0 repositories listed
• Unifying Graph Contrastive Learning via Graph Message Augmentation
  8 Jan 2024 0 repositories listed
• Enhancing Context Through Contrast
  6 Jan 2024 0 repositories listed
• Exploiting Data Hierarchy as a New Modality for Contrastive Learning
  6 Jan 2024 0 repositories listed
• Preserving Silent Features for Domain Generalization
  6 Jan 2024 0 repositories listed
• QoS-Aware Graph Contrastive Learning for Web Service Recommendation
  6 Jan 2024 0 repositories listed
• Fus-MAE: A cross-attention-based data fusion approach for Masked Autoencoders in remote sensing
  5 Jan 2024 0 repositories listed
• Graph-level Protein Representation Learning by Structure Knowledge Refinement
  5 Jan 2024 0 repositories listed
• Balancing Continual Learning and Fine-tuning for Human Activity Recognition
  4 Jan 2024 0 repositories listed
• Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation
  4 Jan 2024 0 repositories listed Syntology 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning
  3 Jan 2024 0 repositories listed
• MLIP: Medical Language-Image Pre-training with Masked Local Representation Learning
  3 Jan 2024 0 repositories listed
• Multimodal self-supervised learning for lesion localization
  3 Jan 2024 0 repositories listed
• SCALA: Sparsification-based Contrastive Learning for Anomaly Detection on Attributed Networks
  3 Jan 2024 0 repositories listed
• A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection
  2 Jan 2024 0 repositories listed
• Contrastive Sequential Interaction Network Learning on Co-Evolving Riemannian Spaces
  2 Jan 2024 0 repositories listed
• Encoding Binary Events from Continuous Time Series in Rooted Trees using Contrastive Learning
  2 Jan 2024 0 repositories listed
• An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing
  1 Jan 2024 0 repositories listed
• Building Vision-Language Models on Solid Foundations with Masked Distillation
  1 Jan 2024 0 repositories listed
• CLIP-Driven Open-Vocabulary 3D Scene Graph Generation via Cross-Modality Contrastive Learning
  1 Jan 2024 0 repositories listed
• Contextual Augmented Global Contrast for Multimodal Intent Recognition
  1 Jan 2024 0 repositories listed
• Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking
  1 Jan 2024 0 repositories listed
• Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling
  1 Jan 2024 0 repositories listed
• Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion
  1 Jan 2024 0 repositories listed
• Enhancing Post-training Quantization Calibration through Contrastive Learning
  1 Jan 2024 0 repositories listed
• Fair-VPT: Fair Visual Prompt Tuning for Image Classification
  1 Jan 2024 0 repositories listed
• Improving Graph Contrastive Learning via Adaptive Positive Sampling
  1 Jan 2024 0 repositories listed
• Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning
  1 Jan 2024 0 repositories listed
• MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning
  1 Jan 2024 0 repositories listed
• Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning
  1 Jan 2024 0 repositories listed
• PeVL: Pose-Enhanced Vision-Language Model for Fine-Grained Human Action Recognition
  1 Jan 2024 0 repositories listed
• Prompt-Driven Referring Image Segmentation with Instance Contrasting
  1 Jan 2024 0 repositories listed
• Self-Supervised Representation Learning from Arbitrary Scenarios
  1 Jan 2024 0 repositories listed
• Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
  1 Jan 2024 0 repositories listed
• Analyzing Local Representations of Self-supervised Vision Transformers
  31 Dec 2023 0 repositories listed
• Contrastive learning-based agent modeling for deep reinforcement learning
  30 Dec 2023 0 repositories listed
• Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion
  29 Dec 2023 0 repositories listed
• QGFace: Quality-Guided Joint Training For Mixed-Quality Face Recognition
  29 Dec 2023 0 repositories listed
• Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering
  29 Dec 2023 0 repositories listed
• 3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs
  28 Dec 2023 0 repositories listed
• Adversarial Representation with Intra-Modal and Inter-Modal Graph Contrastive Learning for Multimodal Emotion Recognition
  28 Dec 2023 0 repositories listed
• Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting
  27 Dec 2023 0 repositories listed
• RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation
  27 Dec 2023 0 repositories listed
• Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks
  27 Dec 2023 0 repositories listed

Syntology lines on 1 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; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.