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Self-Supervised Learning

Papers archive 2025-07-28

archive papers tagged: 5,044 · with a code link: 2,293 · where Syntology ran a sample: 666 (581 with a run with no instrument failure, 85 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (666 of 5,044 tagged: 581 with a run with no instrument failure, 85 where every run was a failure of Syntology's instrument)

Page 46 of 51: papers 4,501 to 4,600 of 5,044, 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.

• Vi-MIX FOR SELF-SUPERVISED VIDEO REPRESENTATION
  29 Sep 2021 0 repositories listed
• How Well Does Self-Supervised Pre-Training Perform with Streaming ImageNet?
  28 Sep 2021 0 repositories listed
• Learning Background Invariance Improves Generalization and Robustness in Self-Supervised Learning on ImageNet and Beyond
  28 Sep 2021 0 repositories listed
• Multi-source Few-shot Domain Adaptation
  25 Sep 2021 0 repositories listed
• Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks
  23 Sep 2021 0 repositories listed
• Self-supervised Learning for Semi-supervised Temporal Language Grounding
  23 Sep 2021 0 repositories listed
• DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder
  22 Sep 2021 0 repositories listed
• Socially Supervised Representation Learning: the Role of Subjectivity in Learning Efficient Representations
  20 Sep 2021 0 repositories listed
• A Study of the Generalizability of Self-Supervised Representations
  19 Sep 2021 0 repositories listed
• Interest-oriented Universal User Representation via Contrastive Learning
  18 Sep 2021 0 repositories listed
• Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals
  18 Sep 2021 0 repositories listed
• Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer
  18 Sep 2021 0 repositories listed
• Unsupervised View-Invariant Human Posture Representation
  17 Sep 2021 0 repositories listed
• Deep Bregman Divergence for Contrastive Learning of Visual Representations
  15 Sep 2021 0 repositories listed
• Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-supervised Learning
  15 Sep 2021 0 repositories listed
• Improving Streaming Transformer Based ASR Under a Framework of Self-supervised Learning
  15 Sep 2021 0 repositories listed
• The potential of self-supervised networks for random noise suppression in seismic data
  15 Sep 2021 0 repositories listed
• Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology
  14 Sep 2021 0 repositories listed
• On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation
  13 Sep 2021 0 repositories listed
• Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers
  13 Sep 2021 0 repositories listed
• WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need
  13 Sep 2021 0 repositories listed
• Robot Localization and Navigation through Predictive Processing using LiDAR
  9 Sep 2021 0 repositories listed
• SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks
  9 Sep 2021 0 repositories listed
• X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning
  8 Sep 2021 0 repositories listed
• GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition
  7 Sep 2021 0 repositories listed
• Self-supervised Tumor Segmentation through Layer Decomposition
  7 Sep 2021 0 repositories listed
• Resource and data efficient self supervised learning
  3 Sep 2021 0 repositories listed
• Boosting Search Engines with Interactive Agents
  1 Sep 2021 0 repositories listed
• EventPoint: Self-Supervised Interest Point Detection and Description for Event-based Camera
  1 Sep 2021 0 repositories listed
• Learning to Discover Reflection Symmetry via Polar Matching Convolution
  30 Aug 2021 0 repositories listed
• Learning From Long-Tailed Data With Noisy Labels
  25 Aug 2021 0 repositories listed
• Graph Neural Networks: Methods, Applications, and Opportunities
  24 Aug 2021 0 repositories listed
• Semi-supervised learning for joint SAR and multispectral land cover classification
  20 Aug 2021 0 repositories listed
• Concurrent Discrimination and Alignment for Self-Supervised Feature Learning
  19 Aug 2021 0 repositories listed
• Self-Supervised Video Representation Learning with Meta-Contrastive Network
  19 Aug 2021 0 repositories listed
• Self-Supervised Visual Representations Learning by Contrastive Mask Prediction
  18 Aug 2021 0 repositories listed
• Investigating a Baseline Of Self Supervised Learning Towards Reducing Labeling Costs For Image Classification
  17 Aug 2021 0 repositories listed
• MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions
  17 Aug 2021 0 repositories listed
• RRLFSOR: An Efficient Self-Supervised Learning Strategy of Graph Convolutional Networks
  17 Aug 2021 0 repositories listed
• Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping
  16 Aug 2021 0 repositories listed
• How Self-Supervised Learning Can be Used for Fine-Grained Head Pose Estimation?
  10 Aug 2021 0 repositories listed
• Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos
  9 Aug 2021 0 repositories listed
• Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina
  5 Aug 2021 0 repositories listed
• Self-Supervised Learning of Depth and Ego-Motion from Video by Alternative Training and Geometric Constraints from 3D to 2D
  4 Aug 2021 0 repositories listed
• Self-supervised Learning with Local Attention-Aware Feature
  1 Aug 2021 0 repositories listed
• Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
  31 Jul 2021 0 repositories listed
• Experimenting with Self-Supervision using Rotation Prediction for Image Captioning
  28 Jul 2021 0 repositories listed
• Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning
  27 Jul 2021 0 repositories listed
• Discriminative-Generative Representation Learning for One-Class Anomaly Detection
  27 Jul 2021 0 repositories listed
• An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning
  26 Jul 2021 0 repositories listed
• On the Memorization Properties of Contrastive Learning
  21 Jul 2021 0 repositories listed
• Group Contrastive Self-Supervised Learning on Graphs
  20 Jul 2021 0 repositories listed
• Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision
  19 Jul 2021 0 repositories listed
• Compound Figure Separation of Biomedical Images with Side Loss
  19 Jul 2021 0 repositories listed
• Reasoning-Modulated Representations
  19 Jul 2021 0 repositories listed
• Unsupervised Skill-Discovery and Skill-Learning in Minecraft
  18 Jul 2021 0 repositories listed
• Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study
  16 Jul 2021 0 repositories listed
• Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation
  13 Jul 2021 0 repositories listed
• UniSpeech at scale: An Empirical Study of Pre-training Method on Large-Scale Speech Recognition Dataset
  12 Jul 2021 0 repositories listed
• Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation
  11 Jul 2021 0 repositories listed
• Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation
  10 Jul 2021 0 repositories listed
• Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation
  9 Jul 2021 0 repositories listed
• Improved Language Identification Through Cross-Lingual Self-Supervised Learning
  8 Jul 2021 0 repositories listed
• InfoNCE is variational inference in a recognition parameterised model
  6 Jul 2021 0 repositories listed
• Multi-Level Graph Contrastive Learning
  6 Jul 2021 0 repositories listed
• Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning
  5 Jul 2021 0 repositories listed
• Leveraging Hidden Structure in Self-Supervised Learning
  30 Jun 2021 0 repositories listed
• Two-Stage Self-Supervised Cycle-Consistency Network for Reconstruction of Thin-Slice MR Images
  29 Jun 2021 0 repositories listed
• Intent Disentanglement and Feature Self-supervision for Novel Recommendation
  28 Jun 2021 0 repositories listed
• Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning
  28 Jun 2021 0 repositories listed
• Intrinsically Motivated Self-supervised Learning in Reinforcement Learning
  26 Jun 2021 0 repositories listed
• Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature
  25 Jun 2021 0 repositories listed
• Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences
  23 Jun 2021 0 repositories listed
• Improving Transformer-based Sequential Recommenders through Preference Editing
  23 Jun 2021 0 repositories listed
• Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis
  23 Jun 2021 0 repositories listed
• NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations
  22 Jun 2021 0 repositories listed
• Coherent, super resolved radar beamforming using self-supervised learning
  21 Jun 2021 0 repositories listed
• Self-Supervised Tracking via Target-Aware Data Synthesis
  21 Jun 2021 0 repositories listed
• SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving
  21 Jun 2021 0 repositories listed
• Trainable Class Prototypes for Few-Shot Learning
  21 Jun 2021 0 repositories listed
• Improving Ultrasound Tongue Image Reconstruction from Lip Images Using Self-supervised Learning and Attention Mechanism
  20 Jun 2021 0 repositories listed
• Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy
  19 Jun 2021 0 repositories listed
• Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data
  19 Jun 2021 0 repositories listed
• Partial Person Re-Identification With Part-Part Correspondence Learning
  19 Jun 2021 0 repositories listed
• Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models
  19 Jun 2021 0 repositories listed
• Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification
  19 Jun 2021 0 repositories listed
• Spatio-temporal Contrastive Domain Adaptation for Action Recognition
  19 Jun 2021 0 repositories listed
• Novelty Detection via Contrastive Learning with Negative Data Augmentation
  18 Jun 2021 0 repositories listed
• Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images
  18 Jun 2021 0 repositories listed
• LiRA: Learning Visual Speech Representations from Audio through Self-supervision
  16 Jun 2021 0 repositories listed
• Nonequilibrium thermodynamics of self-supervised learning
  16 Jun 2021 0 repositories listed
• Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows
  16 Jun 2021 0 repositories listed
• Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction
  15 Jun 2021 0 repositories listed
• Pre-Trained Models: Past, Present and Future
  14 Jun 2021 0 repositories listed
• Revisiting Model Stitching to Compare Neural Representations
  14 Jun 2021 0 repositories listed
• ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction
  11 Jun 2021 0 repositories listed
• Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection
  11 Jun 2021 0 repositories listed
• Cross-Modal Discrete Representation Learning
  10 Jun 2021 0 repositories listed
• MST: Masked Self-Supervised Transformer for Visual Representation
  10 Jun 2021 0 repositories listed
• PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
  10 Jun 2021 0 repositories listed