Browse State-of-the-Art › Contrastive Learning › Papers, page 38
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 38 of 67: papers 3,701 to 3,800 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.
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KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder19 Nov 2024 0 repositories listed
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UMGAD: Unsupervised Multiplex Graph Anomaly Detection19 Nov 2024 0 repositories listed
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Collaborative Contrastive Network for Click-Through Rate Prediction18 Nov 2024 0 repositories listed
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Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image18 Nov 2024 0 repositories listed
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Dissecting Representation Misalignment in Contrastive Learning via Influence Function18 Nov 2024 0 repositories listed
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Federated Contrastive Learning of Graph-Level Representations18 Nov 2024 0 repositories listed
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Learning Differentiable Surrogate Losses for Structured Prediction18 Nov 2024 0 repositories listed
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MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT18 Nov 2024 0 repositories listed
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TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation18 Nov 2024 0 repositories listed
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CLMIA: Membership Inference Attacks via Unsupervised Contrastive Learning17 Nov 2024 0 repositories listed
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TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data17 Nov 2024 0 repositories listed
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Multi-perspective Contrastive Logit Distillation16 Nov 2024 0 repositories listed
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Debias-CLR: A Contrastive Learning Based Debiasing Method for Algorithmic Fairness in Healthcare Applications15 Nov 2024 0 repositories listed
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DR-BFR: Degradation Representation with Diffusion Models for Blind Face Restoration15 Nov 2024 0 repositories listed
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Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity15 Nov 2024 0 repositories listed
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Leveraging large language models for efficient representation learning for entity resolution15 Nov 2024 0 repositories listed
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Masked Image Contrastive Learning for Efficient Visual Conceptual Pre-training15 Nov 2024 0 repositories listed
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Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures14 Nov 2024 0 repositories listed
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Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction14 Nov 2024 0 repositories listed
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Partial Multi-View Clustering via Meta-Learning and Contrastive Feature Alignment14 Nov 2024 0 repositories listed
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Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion14 Nov 2024 0 repositories listed
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CLaSP: Learning Concepts for Time-Series Signals from Natural Language Supervision13 Nov 2024 0 repositories listed
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Scale Contrastive Learning with Selective Attentions for Blind Image Quality Assessment13 Nov 2024 0 repositories listed
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12 Nov 2024 0 repositories listed
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SynCL: A Synergistic Training Strategy with Instance-Aware Contrastive Learning for End-to-End Multi-Camera 3D Tracking11 Nov 2024 0 repositories listed
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Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation11 Nov 2024 0 repositories listed
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Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering11 Nov 2024 0 repositories listed
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Personalized News Recommendation System via LLM Embedding and Co-Occurrence Patterns9 Nov 2024 0 repositories listed
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Reducing Distraction in Long-Context Language Models by Focused Learning8 Nov 2024 0 repositories listed
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From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing5 Nov 2024 0 repositories listed
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Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification5 Nov 2024 0 repositories listed
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On the Comparison between Multi-modal and Single-modal Contrastive Learning5 Nov 2024 0 repositories listed
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Understanding Contrastive Learning via Gaussian Mixture Models5 Nov 2024 0 repositories listed
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4 Nov 2024 0 repositories listed
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Fine Grained Insider Risk Detection4 Nov 2024 0 repositories listed
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DPCL-Diff: The Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning3 Nov 2024 0 repositories listed
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Learning Hidden Subgoals under Temporal Ordering Constraints in Reinforcement Learning3 Nov 2024 0 repositories listed
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OSAD: Open-Set Aircraft Detection in SAR Images3 Nov 2024 0 repositories listed
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Quantum Rationale-Aware Graph Contrastive Learning for Jet Discrimination3 Nov 2024 0 repositories listed
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LEARNER: Learning Granular Labels from Coarse Labels using Contrastive Learning2 Nov 2024 0 repositories listed
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Multi-Channel Hypergraph Contrastive Learning for Matrix Completion2 Nov 2024 0 repositories listed
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How to Bridge Spatial and Temporal Heterogeneity in Link Prediction? A Contrastive Method1 Nov 2024 0 repositories listed
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Metric Learning for 3D Point Clouds Using Optimal Transport1 Nov 2024 0 repositories listed
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Replace-then-Perturb: Targeted Adversarial Attacks With Visual Reasoning for Vision-Language Models1 Nov 2024 0 repositories listed
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Tumor Location-weighted MRI-Report Contrastive Learning: A Framework for Improving the Explainability of Pediatric Brain Tumor Diagnosis1 Nov 2024 0 repositories listed
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BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts31 Oct 2024 0 repositories listed
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JEMA: A Joint Embedding Framework for Scalable Co-Learning with Multimodal Alignment31 Oct 2024 0 repositories listed
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Multi-modal Spatial Clustering for Spatial Transcriptomics Utilizing High-resolution Histology Images31 Oct 2024 0 repositories listed
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Topology-Aware Graph Augmentation for Predicting Clinical Trajectories in Neurocognitive Disorders31 Oct 2024 0 repositories listed
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Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning30 Oct 2024 0 repositories listed
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DOA-Aware Audio-Visual Self-Supervised Learning for Sound Event Localization and Detection30 Oct 2024 0 repositories listed
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Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation30 Oct 2024 0 repositories listed
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Higher-order Cross-structural Embedding Model for Time Series Analysis30 Oct 2024 0 repositories listed
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A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization29 Oct 2024 0 repositories listed
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Emotion-Guided Image to Music Generation29 Oct 2024 0 repositories listed
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29 Oct 2024 0 repositories listed
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Unsupervised Multimodal Fusion of In-process Sensor Data for Advanced Manufacturing Process Monitoring29 Oct 2024 0 repositories listed
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Beyond Positive History: Re-ranking with List-level Hybrid Feedback28 Oct 2024 0 repositories listed
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Enhancing CTR Prediction in Recommendation Domain with Search Query Representation28 Oct 2024 0 repositories listed
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Fidelity-Imposed Displacement Editing for the Learn2Reg 2024 SHG-BF Challenge28 Oct 2024 0 repositories listed
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PepDoRA: A Unified Peptide Language Model via Weight-Decomposed Low-Rank Adaptation28 Oct 2024 0 repositories listed
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Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models28 Oct 2024 0 repositories listed
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Accelerating Augmentation Invariance Pretraining27 Oct 2024 0 repositories listed
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Few-shot Open Relation Extraction with Gaussian Prototype and Adaptive Margin27 Oct 2024 0 repositories listed
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Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition27 Oct 2024 0 repositories listed
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Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss27 Oct 2024 0 repositories listed
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Uncovering Capabilities of Model Pruning in Graph Contrastive Learning27 Oct 2024 0 repositories listed
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Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models26 Oct 2024 0 repositories listed
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MatExpert: Decomposing Materials Discovery by Mimicking Human Experts26 Oct 2024 0 repositories listed
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A contrastive-learning approach for auditory attention detection24 Oct 2024 0 repositories listed
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Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation23 Oct 2024 0 repositories listed
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EntityCLIP: Entity-Centric Image-Text Matching via Multimodal Attentive Contrastive Learning23 Oct 2024 0 repositories listed
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SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images23 Oct 2024 0 repositories listed
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Rethinking Positive Pairs in Contrastive Learning23 Oct 2024 0 repositories listed
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Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations23 Oct 2024 0 repositories listed
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Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching22 Oct 2024 0 repositories listed
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EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding22 Oct 2024 0 repositories listed
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Prototype and Instance Contrastive Learning for Unsupervised Domain Adaptation in Speaker Verification22 Oct 2024 0 repositories listed
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SigCLR: Sigmoid Contrastive Learning of Visual Representations22 Oct 2024 0 repositories listed
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Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning22 Oct 2024 0 repositories listed
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Contrastive random lead coding for channel-agnostic self-supervision of biosignals21 Oct 2024 0 repositories listed
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Do Audio-Language Models Understand Linguistic Variations?21 Oct 2024 0 repositories listed
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Enhancing Multimodal Affective Analysis with Learned Live Comment Features21 Oct 2024 0 repositories listed
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Exploring Stronger Transformer Representation Learning for Occluded Person Re-Identification21 Oct 2024 0 repositories listed
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MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast21 Oct 2024 0 repositories listed
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Promoting cross-modal representations to improve multimodal foundation models for physiological signals21 Oct 2024 0 repositories listed
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RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance21 Oct 2024 0 repositories listed
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FoMo: A Foundation Model for Mobile Traffic Forecasting with Diffusion Model20 Oct 2024 0 repositories listed
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LAC: Graph Contrastive Learning with Learnable Augmentation in Continuous Space20 Oct 2024 0 repositories listed
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CAST: Corpus-Aware Self-similarity Enhanced Topic modelling19 Oct 2024 0 repositories listed
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Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning18 Oct 2024 0 repositories listed
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DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm18 Oct 2024 0 repositories listed
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Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification18 Oct 2024 0 repositories listed
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Preview-based Category Contrastive Learning for Knowledge Distillation18 Oct 2024 0 repositories listed
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A Simplifying and Learnable Graph Convolutional Attention Network for Unsupervised Knowledge Graphs Alignment17 Oct 2024 0 repositories listed
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FAMSeC: A Few-shot-sample-based General AI-generated Image Detection Method17 Oct 2024 0 repositories listed
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MACK: Mismodeling Addressed with Contrastive Knowledge17 Oct 2024 0 repositories listed
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Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning17 Oct 2024 0 repositories listed
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Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation17 Oct 2024 0 repositories listed
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CMAL: A Novel Cross-Modal Associative Learning Framework for Vision-Language Pre-Training16 Oct 2024 0 repositories listed