Browse State-of-the-Art › Contrastive Learning › Papers, page 44
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 44 of 67: papers 4,301 to 4,400 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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HCL-MTSAD: Hierarchical Contrastive Consistency Learning for Accurate Detection of Industrial Multivariate Time Series Anomalies12 Apr 2024 0 repositories listed
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Can Contrastive Learning Refine Embeddings11 Apr 2024 0 repositories listed
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CodeFort: Robust Training for Code Generation Models11 Apr 2024 0 repositories listed
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Context-aware Video Anomaly Detection in Long-Term Datasets11 Apr 2024 0 repositories listed
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Gaga: Group Any Gaussians via 3D-aware Memory Bank11 Apr 2024 0 repositories listed
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PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination11 Apr 2024 0 repositories listed
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Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision10 Apr 2024 0 repositories listed
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Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning10 Apr 2024 0 repositories listed
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Unsupervised Visible-Infrared ReID via Pseudo-label Correction and Modality-level Alignment10 Apr 2024 0 repositories listed
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ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish9 Apr 2024 0 repositories listed
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Counting Objects in a Robotic Hand9 Apr 2024 0 repositories listed
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Using Few-Shot Learning to Classify Primary Lung Cancer and Other Malignancy with Lung Metastasis in Cytological Imaging via Endobronchial Ultrasound Procedures9 Apr 2024 0 repositories listed
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CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery8 Apr 2024 0 repositories listed
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Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering8 Apr 2024 0 repositories listed
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A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images7 Apr 2024 0 repositories listed
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Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models7 Apr 2024 0 repositories listed
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TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis7 Apr 2024 0 repositories listed
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Adaptive Intra-Class Variation Contrastive Learning for Unsupervised Person Re-Identification6 Apr 2024 0 repositories listed
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PIE: Physics-inspired Low-light Enhancement6 Apr 2024 0 repositories listed
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Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences4 Apr 2024 0 repositories listed
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Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer4 Apr 2024 0 repositories listed
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FACTUAL: A Novel Framework for Contrastive Learning Based Robust SAR Image Classification4 Apr 2024 0 repositories listed
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Multi Positive Contrastive Learning with Pose-Consistent Generated Images4 Apr 2024 0 repositories listed
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Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach4 Apr 2024 0 repositories listed
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CHOSEN: Contrastive Hypothesis Selection for Multi-View Depth Refinement2 Apr 2024 0 repositories listed
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Iterated Learning Improves Compositionality in Large Vision-Language Models2 Apr 2024 0 repositories listed
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MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels2 Apr 2024 0 repositories listed
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S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images1 Apr 2024 0 repositories listed
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SyncMask: Synchronized Attentional Masking for Fashion-centric Vision-Language Pretraining1 Apr 2024 0 repositories listed
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Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning30 Mar 2024 0 repositories listed
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Automatic Alignment of Discourse Relations of Different Discourse Annotation Frameworks29 Mar 2024 0 repositories listed
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Robust Federated Contrastive Recommender System against Model Poisoning Attack29 Mar 2024 0 repositories listed
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Developing Healthcare Language Model Embedding Spaces28 Mar 2024 0 repositories listed
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FewUser: Few-Shot Social User Geolocation via Contrastive Learning28 Mar 2024 0 repositories listed
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Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model28 Mar 2024 0 repositories listed
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PointCloud-Text Matching: Benchmark Datasets and a Baseline28 Mar 2024 0 repositories listed
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The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation28 Mar 2024 0 repositories listed
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Preventing Collapse in Contrastive Learning with Orthonormal Prototypes (CLOP)27 Mar 2024 0 repositories listed
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Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users27 Mar 2024 0 repositories listed
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Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications27 Mar 2024 0 repositories listed
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Towards Non-Exemplar Semi-Supervised Class-Incremental Learning27 Mar 2024 0 repositories listed
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Deep Fusion: Capturing Dependencies in Contrastive Learning via Transformer Projection Heads27 Mar 2024 0 repositories listed
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NJUST-KMG at TRAC-2024 Tasks 1 and 2: Offline Harm Potential Identification26 Mar 2024 0 repositories listed
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To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of Point Cloud Transfer Learning26 Mar 2024 0 repositories listed
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CMViM: Contrastive Masked Vim Autoencoder for 3D Multi-modal Representation Learning for AD classification25 Mar 2024 0 repositories listed
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Joint enhancement of automatic chest X-ray diagnosis and radiological gaze prediction with multi-stage cooperative learning25 Mar 2024 0 repositories listed
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Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection25 Mar 2024 0 repositories listed
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EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning24 Mar 2024 0 repositories listed
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Multi-Scale Spatio-Temporal Graph Convolutional Network for Facial Expression Spotting24 Mar 2024 0 repositories listed
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Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning24 Mar 2024 0 repositories listed
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EAGLE: A Domain Generalization Framework for AI-generated Text Detection23 Mar 2024 0 repositories listed
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Towards Channel-Resilient CSI-Based RF Fingerprinting using Deep Learning23 Mar 2024 0 repositories listed
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Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation22 Mar 2024 0 repositories listed
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Contrastive Learning on Multimodal Analysis of Electronic Health Records22 Mar 2024 0 repositories listed
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FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos22 Mar 2024 0 repositories listed
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Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations22 Mar 2024 0 repositories listed
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Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks22 Mar 2024 0 repositories listed
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Unsupervised Audio-Visual Segmentation with Modality Alignment21 Mar 2024 0 repositories listed
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Weak Supervision with Arbitrary Single Frame for Micro- and Macro-expression Spotting21 Mar 2024 0 repositories listed
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Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images20 Mar 2024 0 repositories listed
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REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning20 Mar 2024 0 repositories listed
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Automated Contrastive Learning Strategy Search for Time Series19 Mar 2024 0 repositories listed
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UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All19 Mar 2024 0 repositories listed
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CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite18 Mar 2024 0 repositories listed
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End-to-end multi-modal product matching in fashion e-commerce18 Mar 2024 0 repositories listed
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Investigating the Benefits of Projection Head for Representation Learning18 Mar 2024 0 repositories listed
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Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation18 Mar 2024 0 repositories listed
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Exploring Chinese Humor Generation: A Study on Two-Part Allegorical Sayings16 Mar 2024 0 repositories listed
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Game and Reference: Policy Combination Synthesis for Epidemic Prevention and Control16 Mar 2024 0 repositories listed
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Probabilistic World Modeling with Asymmetric Distance Measure16 Mar 2024 0 repositories listed
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Computer User Interface Understanding. A New Dataset and a Learning Framework15 Mar 2024 0 repositories listed
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Lifelong Person Re-Identification with Backward-Compatibility15 Mar 2024 0 repositories listed
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Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval15 Mar 2024 0 repositories listed
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Anatomical Structure-Guided Medical Vision-Language Pre-training14 Mar 2024 0 repositories listed
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Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization14 Mar 2024 0 repositories listed
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Detecting Anomalies in Dynamic Graphs via Memory enhanced Normality14 Mar 2024 0 repositories listed
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Unsupervised Modality-Transferable Video Highlight Detection with Representation Activation Sequence Learning14 Mar 2024 0 repositories listed
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CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow13 Mar 2024 0 repositories listed
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Deep Submodular Peripteral Networks13 Mar 2024 0 repositories listed
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MolBind: Multimodal Alignment of Language, Molecules, and Proteins13 Mar 2024 0 repositories listed
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When can we Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis?13 Mar 2024 0 repositories listed
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Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)12 Mar 2024 0 repositories listed
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Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning12 Mar 2024 0 repositories listed
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LLMvsSmall Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model12 Mar 2024 0 repositories listed
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Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning12 Mar 2024 0 repositories listed
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Self-supervised Contrastive Learning for Implicit Collaborative Filtering12 Mar 2024 0 repositories listed
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Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation12 Mar 2024 0 repositories listed
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Exploiting Style Latent Flows for Generalizing Deepfake Video Detection11 Mar 2024 0 repositories listed
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TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance11 Mar 2024 0 repositories listed
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LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations11 Mar 2024 0 repositories listed
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Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models11 Mar 2024 0 repositories listed
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Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning10 Mar 2024 0 repositories listed
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Deep Contrastive Multi-view Clustering under Semantic Feature Guidance9 Mar 2024 0 repositories listed
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Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification9 Mar 2024 0 repositories listed
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Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning9 Mar 2024 0 repositories listed
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ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning8 Mar 2024 0 repositories listed
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Poly-View Contrastive Learning8 Mar 2024 0 repositories listed
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Text-to-Audio Generation Synchronized with Videos8 Mar 2024 0 repositories listed
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Enhancing Multimodal Unified Representations for Cross Modal Generalization8 Mar 2024 0 repositories listed
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ACC-ViT : Atrous Convolution's Comeback in Vision Transformers7 Mar 2024 0 repositories listed