Browse State-of-the-Art › Contrastive Learning › Papers, page 36
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 36 of 67: papers 3,501 to 3,600 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.
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Solving the long-tailed distribution problem by exploiting the synergies and balance of different techniques23 Jan 2025 0 repositories listed
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Bridging Text and Crystal Structures: Literature-driven Contrastive Learning for Materials Science22 Jan 2025 0 repositories listed
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Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We?22 Jan 2025 0 repositories listed
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Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification21 Jan 2025 0 repositories listed
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SCFCRC: Simultaneously Counteract Feature Camouflage and Relation Camouflage for Fraud Detection21 Jan 2025 0 repositories listed
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Score Combining for Contrastive OOD Detection21 Jan 2025 0 repositories listed
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Advancing Multi-Party Dialogue Framework with Speaker-ware Contrastive Learning20 Jan 2025 0 repositories listed
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ACCEPT: Diagnostic Forecasting of Battery Degradation Through Contrastive Learning17 Jan 2025 0 repositories listed
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Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning16 Jan 2025 0 repositories listed
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Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression16 Jan 2025 0 repositories listed
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Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning16 Jan 2025 0 repositories listed
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Benchmarking Robustness of Contrastive Learning Models for Medical Image-Report Retrieval15 Jan 2025 0 repositories listed
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Digital Phenotyping for Adolescent Mental Health: A Feasibility Study Employing Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data15 Jan 2025 0 repositories listed
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Homophily-aware Heterogeneous Graph Contrastive Learning15 Jan 2025 0 repositories listed
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SHYI: Action Support for Contrastive Learning in High-Fidelity Text-to-Image Generation15 Jan 2025 0 repositories listed
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FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing14 Jan 2025 0 repositories listed
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ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression13 Jan 2025 0 repositories listed
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Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis13 Jan 2025 0 repositories listed
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Graph Contrastive Learning on Multi-label Classification for Recommendations13 Jan 2025 0 repositories listed
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Intent-Interest Disentanglement and Item-Aware Intent Contrastive Learning for Sequential Recommendation13 Jan 2025 0 repositories listed
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Robust Single Object Tracking in LiDAR Point Clouds under Adverse Weather Conditions13 Jan 2025 0 repositories listed
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Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders13 Jan 2025 0 repositories listed
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Evaluating unsupervised contrastive learning framework for MRI sequences classification12 Jan 2025 0 repositories listed
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Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning10 Jan 2025 0 repositories listed
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FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning9 Jan 2025 0 repositories listed
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Learning Compact and Robust Representations for Anomaly Detection9 Jan 2025 0 repositories listed
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MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation8 Jan 2025 0 repositories listed
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Multimodal Graph Constrastive Learning and Prompt for ChartQA8 Jan 2025 0 repositories listed
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CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point Clouds7 Jan 2025 0 repositories listed
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Evaluating Image Caption via Cycle-consistent Text-to-Image Generation7 Jan 2025 0 repositories listed
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LargeAD: Large-Scale Cross-Sensor Data Pretraining for Autonomous Driving7 Jan 2025 0 repositories listed
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CCStereo: Audio-Visual Contextual and Contrastive Learning for Binaural Audio Generation6 Jan 2025 0 repositories listed
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DarkFarseer: Inductive Spatio-temporal Kriging via Hidden Style Enhancement and Sparsity-Noise Mitigation6 Jan 2025 0 repositories listed
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LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views6 Jan 2025 0 repositories listed
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Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales5 Jan 2025 0 repositories listed
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Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding4 Jan 2025 0 repositories listed
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Few-shot Implicit Function Generation via Equivariance3 Jan 2025 0 repositories listed
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From Age Estimation to Age-Invariant Face Recognition: Generalized Age Feature Extraction Using Order-Enhanced Contrastive Learning3 Jan 2025 0 repositories listed
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An Inclusive Theoretical Framework of Robust Supervised Contrastive Loss against Label Noise2 Jan 2025 0 repositories listed
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Contrastive Learning from Exploratory Actions: Leveraging Natural Interactions for Preference Elicitation2 Jan 2025 0 repositories listed
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Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning2 Jan 2025 0 repositories listed
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A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets1 Jan 2025 0 repositories listed
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Adapting to Observation Length of Trajectory Prediction via Contrastive Learning1 Jan 2025 0 repositories listed
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Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering1 Jan 2025 0 repositories listed
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Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis1 Jan 2025 0 repositories listed
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CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss1 Jan 2025 0 repositories listed
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DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation1 Jan 2025 0 repositories listed
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Dynamic Stereotype Theory Induced Micro-expression Recognition with Oriented Deformation1 Jan 2025 0 repositories listed
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EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering1 Jan 2025 0 repositories listed
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Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows1 Jan 2025 0 repositories listed
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Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models1 Jan 2025 0 repositories listed
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Less Attention is More: Prompt Transformer for Generalized Category Discovery1 Jan 2025 0 repositories listed
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Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation1 Jan 2025 0 repositories listed
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Multi-modal Contrastive Learning with Negative Sampling Calibration for Phenotypic Drug Discovery1 Jan 2025 0 repositories listed
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Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets1 Jan 2025 0 repositories listed
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Multi-modal Vision Pre-training for Medical Image Analysis1 Jan 2025 0 repositories listed
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ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining1 Jan 2025 0 repositories listed
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Pay Attention to the Foreground in Object-Centric Learning1 Jan 2025 0 repositories listed
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Perceptual Inductive Bias Is What You Need Before Contrastive Learning1 Jan 2025 0 repositories listed
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PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval1 Jan 2025 0 repositories listed
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Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation1 Jan 2025 0 repositories listed
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Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements1 Jan 2025 0 repositories listed
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ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence1 Jan 2025 0 repositories listed
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Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution1 Jan 2025 0 repositories listed
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SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs1 Jan 2025 0 repositories listed
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SLADE: Shielding against Dual Exploits in Large Vision-Language Models1 Jan 2025 0 repositories listed
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UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition1 Jan 2025 0 repositories listed
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V^2Dial: Unification of Video and Visual Dialog via Multimodal Experts1 Jan 2025 0 repositories listed
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Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning1 Jan 2025 0 repositories listed
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Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning31 Dec 2024 0 repositories listed
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Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment30 Dec 2024 0 repositories listed
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Unsupervised dense retrieval with conterfactual contrastive learning30 Dec 2024 0 repositories listed
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Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning29 Dec 2024 0 repositories listed
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Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems28 Dec 2024 0 repositories listed
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Multi-Modality Driven LoRA for Adverse Condition Depth Estimation28 Dec 2024 0 repositories listed
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Self-Calibrated Dual Contrasting for Annotation-Efficient Bacteria Raman Spectroscopy Clustering and Classification28 Dec 2024 0 repositories listed
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Enhancing Adversarial Robustness of Deep Neural Networks Through Supervised Contrastive Learning27 Dec 2024 0 repositories listed
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Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation27 Dec 2024 0 repositories listed
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NijiGAN: Transform What You See into Anime with Contrastive Semi-Supervised Learning and Neural Ordinary Differential Equations27 Dec 2024 0 repositories listed
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Extended Cross-Modality United Learning for Unsupervised Visible-Infrared Person Re-identification26 Dec 2024 0 repositories listed
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Multi-view Fake News Detection Model Based on Dynamic Hypergraph26 Dec 2024 0 repositories listed
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Intra- and Inter-modal Context Interaction Modeling for Conversational Speech Synthesis25 Dec 2024 0 repositories listed
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FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis24 Dec 2024 0 repositories listed
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Text-Driven Tumor Synthesis24 Dec 2024 0 repositories listed
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Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning23 Dec 2024 0 repositories listed
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Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio23 Dec 2024 0 repositories listed
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Adaptive Dataset Quantization22 Dec 2024 0 repositories listed
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DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction21 Dec 2024 0 repositories listed
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FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis21 Dec 2024 0 repositories listed
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Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances21 Dec 2024 0 repositories listed
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Graph Structure Refinement with Energy-based Contrastive Learning20 Dec 2024 0 repositories listed
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SaliencyI2PLoc: saliency-guided image-point cloud localization using contrastive learning20 Dec 2024 0 repositories listed
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SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification20 Dec 2024 0 repositories listed
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Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning19 Dec 2024 0 repositories listed
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DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation19 Dec 2024 0 repositories listed
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Learning Visual Composition through Improved Semantic Guidance19 Dec 2024 0 repositories listed
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ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting19 Dec 2024 0 repositories listed
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WildSAT: Learning Satellite Image Representations from Wildlife Observations19 Dec 2024 0 repositories listed
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Multi-view Granular-ball Contrastive Clustering18 Dec 2024 0 repositories listed
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ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models17 Dec 2024 0 repositories listed