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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 65 of 67: papers 6,401 to 6,500 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.

• Integrating Auxiliary Information in Self-supervised Learning
  5 Jun 2021 0 repositories listed
• Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene
  4 Jun 2021 0 repositories listed
• Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation
  3 Jun 2021 0 repositories listed
• TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data
  3 Jun 2021 0 repositories listed
• You Never Cluster Alone
  3 Jun 2021 0 repositories listed
• NewsEmbed: Modeling News through Pre-trained Document Representations
  1 Jun 2021 0 repositories listed
• Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning
  31 May 2021 0 repositories listed
• Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation
  27 May 2021 0 repositories listed
• More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching
  20 May 2021 0 repositories listed
• Balancing Robustness and Sensitivity using Feature Contrastive Learning
  19 May 2021 0 repositories listed
• Self-supervised Remote Sensing Images Change Detection at Pixel-level
  18 May 2021 0 repositories listed
• Divide and Contrast: Self-supervised Learning from Uncurated Data
  17 May 2021 0 repositories listed
• Large-Scale Unsupervised Person Re-Identification with Contrastive Learning
  17 May 2021 0 repositories listed
• Leveraging EfficientNet and Contrastive Learning for Accurate Global-scale Location Estimation
  17 May 2021 0 repositories listed
• Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation
  17 May 2021 0 repositories listed
• Semi-supervised Contrastive Learning with Similarity Co-calibration
  16 May 2021 0 repositories listed
• Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
  14 May 2021 0 repositories listed
• Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency
  13 May 2021 0 repositories listed
• When Does Contrastive Visual Representation Learning Work?
  12 May 2021 0 repositories listed
• Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions
  10 May 2021 0 repositories listed
• Multimodal and Contrastive Learning for Click Fraud Detection
  8 May 2021 0 repositories listed
• ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea Detection
  7 May 2021 0 repositories listed
• Contrastive Learning for Unsupervised Image-to-Image Translation
  7 May 2021 0 repositories listed
• Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation
  5 May 2021 0 repositories listed
• RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning
  3 May 2021 0 repositories listed
• Shot Contrastive Self-Supervised Learning for Scene Boundary Detection
  28 Apr 2021 0 repositories listed
• Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data
  26 Apr 2021 0 repositories listed
• Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects
  25 Apr 2021 0 repositories listed
• DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning
  23 Apr 2021 0 repositories listed
• Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning
  22 Apr 2021 0 repositories listed
• 3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations
  21 Apr 2021 0 repositories listed
• IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay
  21 Apr 2021 0 repositories listed
• A Framework using Contrastive Learning for Classification with Noisy Labels
  19 Apr 2021 0 repositories listed
• Self-Supervised WiFi-Based Activity Recognition
  19 Apr 2021 0 repositories listed
• Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training
  19 Apr 2021 0 repositories listed
• A Semi-Supervised Classification Method of Apicomplexan Parasites and Host Cell Using Contrastive Learning Strategy
  14 Apr 2021 0 repositories listed
• Probing Negative Sampling Strategies to Learn GraphRepresentations via Unsupervised Contrastive Learning
  13 Apr 2021 0 repositories listed
• Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop
  11 Apr 2021 0 repositories listed
• Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data
  7 Apr 2021 0 repositories listed
• Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning
  6 Apr 2021 0 repositories listed
• Scene Graph Embeddings Using Relative Similarity Supervision
  6 Apr 2021 0 repositories listed
• Strumming to the Beat: Audio-Conditioned Contrastive Video Textures
  6 Apr 2021 0 repositories listed
• Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning
  5 Apr 2021 0 repositories listed
• Detecting Anomalies Through Contrast in Heterogeneous Data
  2 Apr 2021 0 repositories listed
• ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets
  1 Apr 2021 0 repositories listed
• Composable Augmentation Encoding for Video Representation Learning
  1 Apr 2021 0 repositories listed
• Unsupervised Sound Localization via Iterative Contrastive Learning
  1 Apr 2021 0 repositories listed
• PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information
  31 Mar 2021 0 repositories listed
• Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification
  30 Mar 2021 0 repositories listed
• Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks
  29 Mar 2021 0 repositories listed
• Elsa: Energy-based learning for semi-supervised anomaly detection
  29 Mar 2021 0 repositories listed
• Robust Audio-Visual Instance Discrimination
  29 Mar 2021 0 repositories listed
• Contrastive Domain Adaptation
  26 Mar 2021 0 repositories listed
• Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification
  26 Mar 2021 0 repositories listed
• Rethinking Deep Contrastive Learning with Embedding Memory
  25 Mar 2021 0 repositories listed
• Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization
  24 Mar 2021 0 repositories listed
• Jo-SRC: A Contrastive Approach for Combating Noisy Labels
  24 Mar 2021 0 repositories listed
• Knowledge-aware Contrastive Molecular Graph Learning
  24 Mar 2021 0 repositories listed
• Gradient Regularized Contrastive Learning for Continual Domain Adaptation
  23 Mar 2021 0 repositories listed
• Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations
  23 Mar 2021 0 repositories listed
• Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning
  23 Mar 2021 0 repositories listed
• Bayesian Distributional Policy Gradients
  20 Mar 2021 0 repositories listed
• Decoupled Spatial Temporal Graphs for Generic Visual Grounding
  18 Mar 2021 0 repositories listed
• FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders
  11 Mar 2021 0 repositories listed
• Multi-Format Contrastive Learning of Audio Representations
  11 Mar 2021 0 repositories listed
• An Image-based Approach of Task-driven Driving Scene Categorization
  10 Mar 2021 0 repositories listed
• Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations
  10 Mar 2021 0 repositories listed
• Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning
  10 Mar 2021 0 repositories listed
• Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss
  10 Mar 2021 0 repositories listed
• Self-supervised SAR-optical Data Fusion and Land-cover Mapping using Sentinel-1/-2 Images
  9 Mar 2021 0 repositories listed
• Bootstrapped Representation Learning on Graphs
  8 Mar 2021 0 repositories listed
• Extending Contrastive Learning to Unsupervised Coreset Selection
  5 Mar 2021 0 repositories listed
• Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning
  5 Mar 2021 0 repositories listed
• Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis
  4 Mar 2021 0 repositories listed
• SSTN: Self-Supervised Domain Adaptation Thermal Object Detection for Autonomous Driving
  4 Mar 2021 0 repositories listed
• Contrastive learning of strong-mixing continuous-time stochastic processes
  3 Mar 2021 0 repositories listed
• Deep Clustering by Semantic Contrastive Learning
  3 Mar 2021 0 repositories listed
• Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning
  1 Mar 2021 0 repositories listed
• Using contrastive learning to improve the performance of steganalysis schemes
  1 Mar 2021 0 repositories listed
• Consistent Assignment for Representation Learning
  26 Feb 2021 0 repositories listed
• A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives
  25 Feb 2021 0 repositories listed
• Towards Robust Graph Contrastive Learning
  25 Feb 2021 0 repositories listed
• Provably Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning
  22 Feb 2021 0 repositories listed
• MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation
  21 Feb 2021 0 repositories listed
• CUPR: Contrastive Unsupervised Learning for Person Re-identification
  18 Feb 2021 0 repositories listed
• Self-Supervised Multisensor Change Detection
  12 Feb 2021 0 repositories listed
• Semantically-Conditioned Negative Samples for Efficient Contrastive Learning
  12 Feb 2021 0 repositories listed
• MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning
  8 Feb 2021 0 repositories listed
• "Is depression related to cannabis?": A knowledge-infused model for Entity and Relation Extraction with Limited Supervision
  1 Feb 2021 0 repositories listed
• Supervised Momentum Contrastive Learning for Few-Shot Classification
  26 Jan 2021 0 repositories listed
• Unified Framework for Feature Extraction based on Contrastive Learning
  25 Jan 2021 0 repositories listed
• SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning
  16 Jan 2021 0 repositories listed
• Learning to Anticipate Egocentric Actions by Imagination
  13 Jan 2021 0 repositories listed
• Explicit homography estimation improves contrastive self-supervised learning
  12 Jan 2021 0 repositories listed
• Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning
  12 Jan 2021 0 repositories listed
• Take More Positives: An Empirical Study of Contrastive Learing in Unsupervised Person Re-Identification
  12 Jan 2021 0 repositories listed
• Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients
  11 Jan 2021 0 repositories listed
• Representation learning for maximization of MI, nonlinear ICA and nonlinear subspaces with robust density ratio estimation
  6 Jan 2021 0 repositories listed
• Contrastive Learning for Recommender System
  5 Jan 2021 0 repositories listed
• Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval
  4 Jan 2021 0 repositories listed