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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 47 of 51: papers 4,601 to 4,700 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.

• Self-supervised Feature Enhancement: Applying Internal Pretext Task to Supervised Learning
  9 Jun 2021 0 repositories listed
• Self-supervision of Feature Transformation for Further Improving Supervised Learning
  9 Jun 2021 0 repositories listed
• Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation
  8 Jun 2021 0 repositories listed
• Incremental False Negative Detection for Contrastive Learning
  7 Jun 2021 0 repositories listed
• Understand and Improve Contrastive Learning Methods for Visual Representation: A Review
  6 Jun 2021 0 repositories listed
• Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning
  5 Jun 2021 0 repositories listed
• Integrating Auxiliary Information in Self-supervised Learning
  5 Jun 2021 0 repositories listed
• Self-supervised Dialogue Learning for Spoken Conversational Question Answering
  4 Jun 2021 0 repositories listed
• Self-Supervised Learning of Domain Invariant Features for Depth Estimation
  4 Jun 2021 0 repositories listed
• Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks
  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
• OctoPath: An OcTree Based Self-Supervised Learning Approach to Local Trajectory Planning for Mobile Robots
  2 Jun 2021 0 repositories listed
• Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning
  1 Jun 2021 0 repositories listed
• Contextualized and Generalized Sentence Representations by Contrastive Self-Supervised Learning: A Case Study on Discourse Relation Analysis
  1 Jun 2021 0 repositories listed
• Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task
  1 Jun 2021 0 repositories listed
• Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning
  31 May 2021 0 repositories listed
• Orienting Novel 3D Objects Using Self-Supervised Learning of Rotation Transforms
  29 May 2021 0 repositories listed
• SSCAP: Self-supervised Co-occurrence Action Parsing for Unsupervised Temporal Action Segmentation
  29 May 2021 0 repositories listed
• Encoders and Ensembles for Task-Free Continual Learning
  27 May 2021 0 repositories listed
• Smile Like You Mean It: Driving Animatronic Robotic Face with Learned Models
  26 May 2021 0 repositories listed
• Leveraging SE(3) Equivariance for Self-supervised Category-Level Object Pose Estimation from Point Clouds
  21 May 2021 0 repositories listed
• Self-Point-Flow: Self-Supervised Scene Flow Estimation from Point Clouds with Optimal Transport and Random Walk
  18 May 2021 0 repositories listed
• Divide and Contrast: Self-supervised Learning from Uncurated Data
  17 May 2021 0 repositories listed
• Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification
  17 May 2021 0 repositories listed
• Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement
  17 May 2021 0 repositories listed
• Semi-supervised Contrastive Learning with Similarity Co-calibration
  16 May 2021 0 repositories listed
• Evaluating the Robustness of Self-Supervised Learning in Medical Imaging
  14 May 2021 0 repositories listed
• Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
  14 May 2021 0 repositories listed
• Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
  13 May 2021 0 repositories listed
• 20-fold Accelerated 7T fMRI Using Referenceless Self-Supervised Deep Learning Reconstruction
  12 May 2021 0 repositories listed
• When Does Contrastive Visual Representation Learning Work?
  12 May 2021 0 repositories listed
• Task-Related Self-Supervised Learning for Remote Sensing Image Change Detection
  11 May 2021 0 repositories listed
• Improved Simultaneous Multi-Slice Functional MRI Using Self-supervised Deep Learning
  10 May 2021 0 repositories listed
• Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation
  3 May 2021 0 repositories listed
• Hyperspherically Regularized Networks for Self-Supervision
  29 Apr 2021 0 repositories listed
• Medical Transformer: Universal Brain Encoder for 3D MRI Analysis
  28 Apr 2021 0 repositories listed
• Shot Contrastive Self-Supervised Learning for Scene Boundary Detection
  28 Apr 2021 0 repositories listed
• How Well Does Self-Supervised Pre-Training Perform with Streaming Data?
  25 Apr 2021 0 repositories listed
• Self-Supervised Learning from Semantically Imprecise Data
  22 Apr 2021 0 repositories listed
• Fine-grained Anomaly Detection via Multi-task Self-Supervision
  20 Apr 2021 0 repositories listed
• On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era
  20 Apr 2021 0 repositories listed
• Color Variants Identification in Fashion e-commerce via Contrastive Self-Supervised Representation Learning
  17 Apr 2021 0 repositories listed
• AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models
  16 Apr 2021 0 repositories listed
• Pareto Self-Supervised Training for Few-Shot Learning
  16 Apr 2021 0 repositories listed
• Self-supervised Learning of 3D Object Understanding by Data Association and Landmark Estimation for Image Sequence
  14 Apr 2021 0 repositories listed
• Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation
  13 Apr 2021 0 repositories listed
• A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds
  12 Apr 2021 0 repositories listed
• Stereo Matching by Self-supervision of Multiscopic Vision
  9 Apr 2021 0 repositories listed
• Multiple Object Tracking with Correlation Learning
  8 Apr 2021 0 repositories listed
• Representative & Fair Synthetic Data
  7 Apr 2021 0 repositories listed
• Self-Supervised Learning for Gastritis Detection with Gastric X-ray Images
  7 Apr 2021 0 repositories listed
• Self-Supervised Learning based CT Denoising using Pseudo-CT Image Pairs
  6 Apr 2021 0 repositories listed
• Strumming to the Beat: Audio-Conditioned Contrastive Video Textures
  6 Apr 2021 0 repositories listed
• Action Shuffle Alternating Learning for Unsupervised Action Segmentation
  5 Apr 2021 0 repositories listed
• Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification
  5 Apr 2021 0 repositories listed
• Efficient Personalized Speech Enhancement through Self-Supervised Learning
  5 Apr 2021 0 repositories listed
• Conv1D Energy-Aware Path Planner for Mobile Robots in Unstructured Environments
  4 Apr 2021 0 repositories listed
• Keep Learning: Self-supervised Meta-learning for Learning from Inference
  1 Apr 2021 0 repositories listed
• Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition
  31 Mar 2021 0 repositories listed
• On the Origin of Species of Self-Supervised Learning
  31 Mar 2021 0 repositories listed
• Source-Free Domain Adaptation for Semantic Segmentation
  30 Mar 2021 0 repositories listed
• Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks
  29 Mar 2021 0 repositories listed
• Category-Adaptive Domain Adaptation for Semantic Segmentation
  29 Mar 2021 0 repositories listed
• Robust Audio-Visual Instance Discrimination
  29 Mar 2021 0 repositories listed
• Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing
  29 Mar 2021 0 repositories listed
• Friends and Foes in Learning from Noisy Labels
  28 Mar 2021 0 repositories listed
• Representation Learning by Ranking under multiple tasks
  28 Mar 2021 0 repositories listed
• Contrastive Domain Adaptation
  26 Mar 2021 0 repositories listed
• Residual Energy-Based Models for End-to-End Speech Recognition
  25 Mar 2021 0 repositories listed
• Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization
  24 Mar 2021 0 repositories listed
• Knowledge-aware Contrastive Molecular Graph Learning
  24 Mar 2021 0 repositories listed
• Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations
  23 Mar 2021 0 repositories listed
• Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth Estimation
  19 Mar 2021 0 repositories listed
• Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies
  18 Mar 2021 0 repositories listed
• Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI
  18 Mar 2021 0 repositories listed
• Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking
  17 Mar 2021 0 repositories listed
• Distributed Linear-Quadratic Control with Graph Neural Networks
  15 Mar 2021 0 repositories listed
• Self-Supervised Motion Retargeting with Safety Guarantee
  11 Mar 2021 0 repositories listed
• Self-supervised Text-to-SQL Learning with Header Alignment Training
  11 Mar 2021 0 repositories listed
• Cross-modal Image Retrieval with Deep Mutual Information Maximization
  10 Mar 2021 0 repositories listed
• Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning
  10 Mar 2021 0 repositories listed
• Self-supervised Regularization for Text Classification
  9 Mar 2021 0 repositories listed
• Self-Supervision by Prediction for Object Discovery in Videos
  9 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
• Wav2vec-C: A Self-supervised Model for Speech Representation Learning
  9 Mar 2021 0 repositories listed
• Bootstrapped Representation Learning on Graphs
  8 Mar 2021 0 repositories listed
• Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations
  6 Mar 2021 0 repositories listed
• Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis
  5 Mar 2021 0 repositories listed
• Helicopter Track Identification with Autoencoder
  3 Mar 2021 0 repositories listed
• A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning
  1 Mar 2021 0 repositories listed
• ADAADepth: Adapting Data Augmentation and Attention for Self-Supervised Monocular Depth Estimation
  1 Mar 2021 0 repositories listed
• Contrastive Separative Coding for Self-supervised Representation Learning
  1 Mar 2021 0 repositories listed
• Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations
  1 Mar 2021 0 repositories listed
• Domain Adapting Ability of Self-Supervised Learning for Face Recognition
  26 Feb 2021 0 repositories listed
• Towards Robust Graph Contrastive Learning
  25 Feb 2021 0 repositories listed
• Enabling the Network to Surf the Internet
  24 Feb 2021 0 repositories listed
• "Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition
  24 Feb 2021 0 repositories listed
• Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation
  23 Feb 2021 0 repositories listed
• Self-Supervised Learning of Graph Neural Networks: A Unified Review
  22 Feb 2021 0 repositories listed