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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 40 of 51: papers 3,901 to 4,000 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.

• Pair DETR: Contrastive Learning Speeds Up DETR Training
  29 Oct 2022 0 repositories listed
• Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer
  28 Oct 2022 0 repositories listed
• FUSSL: Fuzzy Uncertain Self Supervised Learning
  28 Oct 2022 0 repositories listed
• Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
  27 Oct 2022 0 repositories listed
• MAEEG: Masked Auto-encoder for EEG Representation Learning
  27 Oct 2022 0 repositories listed
• Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs
  27 Oct 2022 0 repositories listed
• Training Autoregressive Speech Recognition Models with Limited in-domain Supervision
  27 Oct 2022 0 repositories listed
• Is Multi-Task Learning an Upper Bound for Continual Learning?
  26 Oct 2022 0 repositories listed
• UFO2: A unified pre-training framework for online and offline speech recognition
  26 Oct 2022 0 repositories listed
• Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks
  25 Oct 2022 0 repositories listed
• Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices
  24 Oct 2022 0 repositories listed
• Robust Self-Supervised Learning with Lie Groups
  24 Oct 2022 0 repositories listed
• Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control
  23 Oct 2022 0 repositories listed
• Active Predictive Coding: A Unified Neural Framework for Learning Hierarchical World Models for Perception and Planning
  23 Oct 2022 0 repositories listed
• Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation
  23 Oct 2022 0 repositories listed
• Self-supervised Graph-based Point-of-interest Recommendation
  22 Oct 2022 0 repositories listed
• Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection
  21 Oct 2022 0 repositories listed
• A survey on Self Supervised learning approaches for improving Multimodal representation learning
  20 Oct 2022 0 repositories listed
• SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from Video
  20 Oct 2022 0 repositories listed
• Learning Transferable Adversarial Robust Representations via Multi-view Consistency
  19 Oct 2022 0 repositories listed
• HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation
  19 Oct 2022 0 repositories listed
• Effective Targeted Attacks for Adversarial Self-Supervised Learning
  19 Oct 2022 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation
  18 Oct 2022 0 repositories listed
• MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling
  17 Oct 2022 0 repositories listed
• Test-Time Training for Graph Neural Networks
  17 Oct 2022 0 repositories listed
• SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning
  16 Oct 2022 0 repositories listed
• Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations
  15 Oct 2022 0 repositories listed
• Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning
  14 Oct 2022 0 repositories listed
• Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images
  14 Oct 2022 0 repositories listed
• Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery
  13 Oct 2022 0 repositories listed
• LEAVES: Learning Views for Time-Series Data in Contrastive Learning
  13 Oct 2022 0 repositories listed
• On Compressing Sequences for Self-Supervised Speech Models
  13 Oct 2022 0 repositories listed
• Self-Supervised Learning of Linear Precoders under Non-Linear PA Distortion for Energy-Efficient Massive MIMO Systems
  13 Oct 2022 0 repositories listed
• CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping
  12 Oct 2022 0 repositories listed
• Self-supervised video pretraining yields robust and more human-aligned visual representations
  12 Oct 2022 0 repositories listed
• CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking
  11 Oct 2022 0 repositories listed
• Deep Active Ensemble Sampling For Image Classification
  11 Oct 2022 0 repositories listed
• Deep Spectro-temporal Artifacts for Detecting Synthesized Speech
  11 Oct 2022 0 repositories listed
• Self-supervised debiasing using low rank regularization
  11 Oct 2022 0 repositories listed
• Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification
  11 Oct 2022 0 repositories listed
• Exploiting map information for self-supervised learning in motion forecasting
  10 Oct 2022 0 repositories listed
• Exploring Efficient-tuning Methods in Self-supervised Speech Models
  10 Oct 2022 0 repositories listed
• Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts
  10 Oct 2022 0 repositories listed
• Label-free segmentation from cardiac ultrasound using self-supervised learning
  10 Oct 2022 0 repositories listed
• Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data
  10 Oct 2022 0 repositories listed
• Grow and Merge: A Unified Framework for Continuous Categories Discovery
  9 Oct 2022 0 repositories listed
• Non-intrusive Load Monitoring based on Self-supervised Learning
  9 Oct 2022 0 repositories listed
• Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps
  7 Oct 2022 0 repositories listed
• Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation
  6 Oct 2022 0 repositories listed
• Automated Graph Self-supervised Learning via Multi-teacher Knowledge Distillation
  5 Oct 2022 0 repositories listed
• Granularity-aware Adaptation for Image Retrieval over Multiple Tasks
  5 Oct 2022 0 repositories listed
• RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank
  5 Oct 2022 0 repositories listed
• SPICER: Self-Supervised Learning for MRI with Automatic Coil Sensitivity Estimation and Reconstruction
  5 Oct 2022 0 repositories listed
• A Generative Shape Compositional Framework to Synthesise Populations of Virtual Chimaeras
  4 Oct 2022 0 repositories listed
• Backdoor Attacks in the Supply Chain of Masked Image Modeling
  4 Oct 2022 0 repositories listed
• MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting
  4 Oct 2022 0 repositories listed
• Pixel-global Self-supervised Learning with Uncertainty-aware Context Stabilizer
  2 Oct 2022 0 repositories listed
• What shapes the loss landscape of self-supervised learning?
  2 Oct 2022 0 repositories listed
• Ten Years after ImageNet: A 360° Perspective on AI
  1 Oct 2022 0 repositories listed
• Match to Win: Analysing Sequences Lengths for Efficient Self-supervised Learning in Speech and Audio
  30 Sep 2022 0 repositories listed
• Minimalistic Unsupervised Learning with the Sparse Manifold Transform
  30 Sep 2022 0 repositories listed
• Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis
  29 Sep 2022 0 repositories listed
• Joint Embedding Self-Supervised Learning in the Kernel Regime
  29 Sep 2022 0 repositories listed
• Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations
  29 Sep 2022 0 repositories listed
• Efficient Medical Image Assessment via Self-supervised Learning
  28 Sep 2022 0 repositories listed
• Graph Soft-Contrastive Learning via Neighborhood Ranking
  28 Sep 2022 0 repositories listed
• Masked Multi-Step Multivariate Time Series Forecasting with Future Information
  28 Sep 2022 0 repositories listed
• Non-contrastive representation learning for intervals from well logs
  28 Sep 2022 0 repositories listed
• 3D Scene Flow Estimation on Pseudo-LiDAR: Bridging the Gap on Estimating Point Motion
  27 Sep 2022 0 repositories listed
• End-to-End Lyrics Recognition with Self-supervised Learning
  26 Sep 2022 0 repositories listed
• Controllable Face Manipulation and UV Map Generation by Self-supervised Learning
  24 Sep 2022 0 repositories listed
• Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
  24 Sep 2022 0 repositories listed
• Self-supervised Learning for Unintentional Action Prediction
  24 Sep 2022 0 repositories listed
• Cross-domain Voice Activity Detection with Self-Supervised Representations
  22 Sep 2022 0 repositories listed
• WeLM: A Well-Read Pre-trained Language Model for Chinese
  21 Sep 2022 0 repositories listed
• Locally Constrained Representations in Reinforcement Learning
  20 Sep 2022 0 repositories listed
• The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning
  18 Sep 2022 0 repositories listed
• Few-Shot Classification with Contrastive Learning
  17 Sep 2022 0 repositories listed
• Self-supervised learning of hologram reconstruction using physics consistency
  17 Sep 2022 0 repositories listed
• On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data
  17 Sep 2022 0 repositories listed
• Graph Contrastive Learning with Cross-view Reconstruction
  16 Sep 2022 0 repositories listed
• Exploring StyleGAN Latent Space for Face Alignment with Limited Training Data
  16 Sep 2022 0 repositories listed
• Just Noticeable Difference Modeling for Face Recognition System
  13 Sep 2022 0 repositories listed
• SeRP: Self-Supervised Representation Learning Using Perturbed Point Clouds
  13 Sep 2022 0 repositories listed
• Graph Neural Networks for Molecules
  12 Sep 2022 0 repositories listed
• Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath
  9 Sep 2022 0 repositories listed
• MimCo: Masked Image Modeling Pre-training with Contrastive Teacher
  7 Sep 2022 0 repositories listed
• Real-Time Cattle Interaction Recognition via Triple-stream Network
  6 Sep 2022 0 repositories listed
• Federated Transfer Learning with Multimodal Data
  5 Sep 2022 0 repositories listed
• Imaging with Equivariant Deep Learning
  5 Sep 2022 0 repositories listed
• BinImg2Vec: Augmenting Malware Binary Image Classification with Data2Vec
  2 Sep 2022 0 repositories listed
• Detection of diabetic retinopathy using longitudinal self-supervised learning
  2 Sep 2022 0 repositories listed
• Feature diversity in self-supervised learning
  2 Sep 2022 0 repositories listed
• IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications
  2 Sep 2022 0 repositories listed
• Self-Score: Self-Supervised Learning on Score-Based Models for MRI Reconstruction
  2 Sep 2022 0 repositories listed
• Be Your Own Neighborhood: Detecting Adversarial Example by the Neighborhood Relations Built on Self-Supervised Learning
  31 Aug 2022 0 repositories listed
• Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation
  31 Aug 2022 0 repositories listed
• Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds
  31 Aug 2022 0 repositories listed
• A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning
  30 Aug 2022 0 repositories listed
• Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning
  30 Aug 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.