Browse State-of-the-Art › Contrastive Learning › Papers, page 33

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 33 of 67: papers 3,201 to 3,300 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.

• Manifold-aware Representation Learning for Degradation-agnostic Image Restoration
  24 May 2025 0 repositories listed
• WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation
  24 May 2025 0 repositories listed Syntology 14 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 6 where Syntology's instrument failed) · 10 unverified (of 24 harvested samples) · 24 pointer-only (licence)
• Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective
  23 May 2025 0 repositories listed
• Supervised Graph Contrastive Learning for Gene Regulatory Network
  23 May 2025 0 repositories listed
• CoTSRF: Utilize Chain of Thought as Stealthy and Robust Fingerprint of Large Language Models
  22 May 2025 0 repositories listed
• Learning Genomic Structure from k-mers
  22 May 2025 0 repositories listed
• Contrastive Learning-Enhanced Trajectory Matching for Small-Scale Dataset Distillation
  21 May 2025 0 repositories listed
• Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives
  21 May 2025 0 repositories listed
• Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning
  20 May 2025 0 repositories listed
• Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
  20 May 2025 0 repositories listed
• Towards Generating Realistic Underwater Images
  20 May 2025 0 repositories listed
• Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search
  20 May 2025 0 repositories listed
• Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
  20 May 2025 0 repositories listed
• GMM-Based Comprehensive Feature Extraction and Relative Distance Preservation For Few-Shot Cross-Modal Retrieval
  19 May 2025 0 repositories listed
• Multiscale Adaptive Conflict-Balancing Model For Multimedia Deepfake Detection
  19 May 2025 0 repositories listed
• Representation of perceived prosodic similarity of conversational feedback
  19 May 2025 0 repositories listed
• Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping
  19 May 2025 0 repositories listed
• SPKLIP: Aligning Spike Video Streams with Natural Language
  19 May 2025 0 repositories listed
• Unveil Multi-Picture Descriptions for Multilingual Mild Cognitive Impairment Detection via Contrastive Learning
  19 May 2025 0 repositories listed
• LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization
  18 May 2025 0 repositories listed
• Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables
  18 May 2025 0 repositories listed
• Not All Documents Are What You Need for Extracting Instruction Tuning Data
  18 May 2025 0 repositories listed
• ViEEG: Hierarchical Neural Coding with Cross-Modal Progressive Enhancement for EEG-Based Visual Decoding
  18 May 2025 0 repositories listed
• Fine-Grained ECG-Text Contrastive Learning via Waveform Understanding Enhancement
  17 May 2025 0 repositories listed
• Robust Cross-View Geo-Localization via Content-Viewpoint Disentanglement
  17 May 2025 0 repositories listed
• Towards Sustainability in 6G Network Slicing with Energy-Saving and Optimization Methods
  17 May 2025 0 repositories listed
• MoCLIP: Motion-Aware Fine-Tuning and Distillation of CLIP for Human Motion Generation
  16 May 2025 0 repositories listed
• Fractal Graph Contrastive Learning
  16 May 2025 0 repositories listed
• CellCLIP -- Learning Perturbation Effects in Cell Painting via Text-Guided Contrastive Learning
  16 May 2025 0 repositories listed
• FRET: Feature Redundancy Elimination for Test Time Adaptation
  15 May 2025 0 repositories listed
• Instance-Prototype Affinity Learning for Non-Exemplar Continual Graph Learning
  15 May 2025 0 repositories listed
• Less is More: Multimodal Region Representation via Pairwise Inter-view Learning
  15 May 2025 0 repositories listed
• Negative Metric Learning for Graphs
  15 May 2025 0 repositories listed
• Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback
  15 May 2025 0 repositories listed
• Robust Federated Learning on Edge Devices with Domain Heterogeneity
  15 May 2025 0 repositories listed
• A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning
  14 May 2025 0 repositories listed
• Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records
  14 May 2025 0 repositories listed
• Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition
  14 May 2025 0 repositories listed
• DFA-CON: A Contrastive Learning Approach for Detecting Copyright Infringement in DeepFake Art
  13 May 2025 0 repositories listed
• EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection
  12 May 2025 0 repositories listed
• FedIFL: A federated cross-domain diagnostic framework for motor-driven systems with inconsistent fault modes
  12 May 2025 0 repositories listed
• Image Classification Using a Diffusion Model as a Pre-Training Model
  11 May 2025 0 repositories listed
• Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies
  11 May 2025 0 repositories listed
• MarkMatch: Same-Hand Stuffing Detection
  11 May 2025 0 repositories listed
• Weakly Supervised Temporal Sentence Grounding via Positive Sample Mining
  10 May 2025 0 repositories listed
• Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies
  9 May 2025 0 repositories listed
• Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines
  8 May 2025 0 repositories listed
• Generalization Analysis for Contrastive Representation Learning under Non-IID Settings
  8 May 2025 0 repositories listed
• Rethinking Graph Contrastive Learning through Relative Similarity Preservation
  8 May 2025 0 repositories listed
• VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition
  8 May 2025 0 repositories listed
• DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution
  7 May 2025 0 repositories listed
• HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights
  7 May 2025 0 repositories listed
• STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis
  6 May 2025 0 repositories listed
• Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition
  5 May 2025 0 repositories listed
• An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding
  3 May 2025 0 repositories listed
• Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments
  3 May 2025 0 repositories listed
• DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks
  29 Apr 2025 0 repositories listed
• Exploring internal representation of self-supervised networks: few-shot learning abilities and comparison with human semantics and recognition of objects
  29 Apr 2025 0 repositories listed
• ISDrama: Immersive Spatial Drama Generation through Multimodal Prompting
  29 Apr 2025 0 repositories listed
• ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery
  28 Apr 2025 0 repositories listed
• Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding
  28 Apr 2025 0 repositories listed
• VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning
  28 Apr 2025 0 repositories listed
• Combating the Bucket Effect:Multi-Knowledge Alignment for Medication Recommendation
  25 Apr 2025 0 repositories listed
• I-Con: A Unifying Framework for Representation Learning
  23 Apr 2025 0 repositories listed
• OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning
  22 Apr 2025 0 repositories listed
• Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
  21 Apr 2025 0 repositories listed
• Improving Sound Source Localization with Joint Slot Attention on Image and Audio
  21 Apr 2025 0 repositories listed
• Survey of Loss Augmented Knowledge Tracing
  21 Apr 2025 0 repositories listed
• sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment
  20 Apr 2025 0 repositories listed
• SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training
  20 Apr 2025 0 repositories listed
• DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection
  19 Apr 2025 0 repositories listed
• Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization
  19 Apr 2025 0 repositories listed
• Consensus-aware Contrastive Learning for Group Recommendation
  18 Apr 2025 0 repositories listed
• Human-aligned Deep Learning: Explainability, Causality, and Biological Inspiration
  18 Apr 2025 0 repositories listed
• Transformation of audio embeddings into interpretable, concept-based representations
  18 Apr 2025 0 repositories listed
• Machine Learning Methods for Gene Regulatory Network Inference
  17 Apr 2025 0 repositories listed
• PSG-MAE: Robust Multitask Sleep Event Monitoring using Multichannel PSG Reconstruction and Inter-channel Contrastive Learning
  17 Apr 2025 0 repositories listed
• The Others: Naturally Isolating Out-of-Distribution Samples for Robust Open-Set Semi-Supervised Learning
  17 Apr 2025 0 repositories listed
• CAGS: Open-Vocabulary 3D Scene Understanding with Context-Aware Gaussian Splatting
  16 Apr 2025 0 repositories listed
• DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation
  16 Apr 2025 0 repositories listed
• FedEPA: Enhancing Personalization and Modality Alignment in Multimodal Federated Learning
  16 Apr 2025 0 repositories listed
• SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data
  16 Apr 2025 0 repositories listed
• How to Enhance Downstream Adversarial Robustness (almost) without Touching the Pre-Trained Foundation Model?
  15 Apr 2025 0 repositories listed
• OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution
  15 Apr 2025 0 repositories listed
• PARTFIELD: Learning 3D Feature Fields for Part Segmentation and Beyond
  15 Apr 2025 0 repositories listed
• Subset-Contrastive Multi-Omics Network Embedding
  15 Apr 2025 0 repositories listed
• TMCIR: Token Merge Benefits Composed Image Retrieval
  15 Apr 2025 0 repositories listed
• Controllable Expressive 3D Facial Animation via Diffusion in a Unified Multimodal Space
  14 Apr 2025 0 repositories listed
• AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification
  14 Apr 2025 0 repositories listed
• STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data
  14 Apr 2025 0 repositories listed
• Federated Prototype Graph Learning
  13 Apr 2025 0 repositories listed
• FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding
  13 Apr 2025 0 repositories listed
• Multi-Modal Hypergraph Enhanced LLM Learning for Recommendation
  13 Apr 2025 0 repositories listed
• FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training
  12 Apr 2025 0 repositories listed
• Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions
  11 Apr 2025 0 repositories listed
• Benchmarking Image Embeddings for E-Commerce: Evaluating Off-the Shelf Foundation Models, Fine-Tuning Strategies and Practical Trade-offs
  10 Apr 2025 0 repositories listed
• Impact of Language Guidance: A Reproducibility Study
  10 Apr 2025 0 repositories listed
• Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction
  10 Apr 2025 0 repositories listed
• RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability
  10 Apr 2025 0 repositories listed Syntology 5 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• AMAD: AutoMasked Attention for Unsupervised Multivariate Time Series Anomaly Detection
  9 Apr 2025 0 repositories listed

Syntology lines on 2 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.