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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 38 of 51: papers 3,701 to 3,800 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 learning-based general laboratory progress pretrained model for cardiovascular event detection
  13 Mar 2023 0 repositories listed
• Improving Masked Autoencoders by Learning Where to Mask
  12 Mar 2023 0 repositories listed
• AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image
  11 Mar 2023 0 repositories listed
• Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization
  10 Mar 2023 0 repositories listed
• Self-supervised Facial Action Unit Detection with Region and Relation Learning
  10 Mar 2023 0 repositories listed
• An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis
  9 Mar 2023 0 repositories listed
• Distortion-Disentangled Contrastive Learning
  9 Mar 2023 0 repositories listed
• SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI
  9 Mar 2023 0 repositories listed
• Taming Contrast Maximization for Learning Sequential, Low-latency, Event-based Optical Flow
  9 Mar 2023 0 repositories listed
• Self-Supervised Learning for Group Equivariant Neural Networks
  8 Mar 2023 0 repositories listed
• MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors
  7 Mar 2023 0 repositories listed
• ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents
  6 Mar 2023 0 repositories listed
• A Comparative Study of Self-Supervised Speech Representations in Read and Spontaneous TTS
  5 Mar 2023 0 repositories listed
• Self-Supervised Learning for Place Representation Generalization across Appearance Changes
  4 Mar 2023 0 repositories listed
• Self-supervised Learning for Gastrointestinal Pathologies Endoscopy Image Classification with Triplet Loss
  3 Mar 2023 0 repositories listed
• Single-photon Image Super-resolution via Self-supervised Learning
  3 Mar 2023 0 repositories listed
• ArCL: Enhancing Contrastive Learning with Augmentation-Robust Representations
  2 Mar 2023 0 repositories listed
• Evolutionary Augmentation Policy Optimization for Self-supervised Learning
  2 Mar 2023 0 repositories listed
• An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization
  1 Mar 2023 0 repositories listed
• Can representation learning for multimodal image registration be improved by supervision of intermediate layers?
  1 Mar 2023 0 repositories listed
• ParrotTTS: Text-to-Speech synthesis by exploiting self-supervised representations
  1 Mar 2023 0 repositories listed
• Quality-aware Pre-trained Models for Blind Image Quality Assessment
  1 Mar 2023 0 repositories listed
• A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
  28 Feb 2023 0 repositories listed
• Remote Sensing Scene Classification with Masked Image Modeling (MIM)
  28 Feb 2023 0 repositories listed
• SSL-QALAS: Self-Supervised Learning for Rapid Multiparameter Estimation in Quantitative MRI Using 3D-QALAS
  28 Feb 2023 0 repositories listed
• Temporal Coherent Test-Time Optimization for Robust Video Classification
  28 Feb 2023 0 repositories listed
• A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to TBI Phenotyping
  27 Feb 2023 0 repositories listed
• EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography
  27 Feb 2023 0 repositories listed
• Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training
  27 Feb 2023 0 repositories listed
• MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation
  27 Feb 2023 0 repositories listed
• Revisiting Self-Training with Regularized Pseudo-Labeling for Tabular Data
  27 Feb 2023 0 repositories listed
• Medical visual question answering using joint self-supervised learning
  25 Feb 2023 0 repositories listed
• ProsAudit, a prosodic benchmark for self-supervised speech models
  23 Feb 2023 0 repositories listed
• Saliency Guided Contrastive Learning on Scene Images
  22 Feb 2023 0 repositories listed
• A Visual Representation-guided Framework with Global Affinity for Weakly Supervised Salient Object Detection
  21 Feb 2023 0 repositories listed
• DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images
  21 Feb 2023 0 repositories listed
• Normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity
  20 Feb 2023 0 repositories listed
• An ASR-free Fluency Scoring Approach with Self-Supervised Learning
  20 Feb 2023 0 repositories listed
• Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head
  20 Feb 2023 0 repositories listed
• Self-supervised Cloth Reconstruction via Action-conditioned Cloth Tracking
  19 Feb 2023 0 repositories listed
• Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction
  18 Feb 2023 0 repositories listed
• Front-End Adapter: Adapting Front-End Input of Speech based Self-Supervised Learning for Speech Recognition
  18 Feb 2023 0 repositories listed
• Self-Supervised Representation Learning from Temporal Ordering of Automated Driving Sequences
  17 Feb 2023 0 repositories listed
• ACE-VC: Adaptive and Controllable Voice Conversion using Explicitly Disentangled Self-supervised Speech Representations
  16 Feb 2023 0 repositories listed
• Audio-Visual Contrastive Learning with Temporal Self-Supervision
  15 Feb 2023 0 repositories listed
• Self-Supervised Learning for Modeling Gamma-ray Variability in Blazars
  15 Feb 2023 0 repositories listed
• Text-Guided Scene Sketch-to-Photo Synthesis
  14 Feb 2023 0 repositories listed
• Label-efficient Time Series Representation Learning: A Review
  13 Feb 2023 0 repositories listed
• Semantic Image Segmentation: Two Decades of Research
  13 Feb 2023 0 repositories listed
• ASR Bundestag: A Large-Scale political debate dataset in German
  12 Feb 2023 0 repositories listed
• Transformer models: an introduction and catalog
  12 Feb 2023 0 repositories listed
• A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
  10 Feb 2023 0 repositories listed
• AV-data2vec: Self-supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations
  10 Feb 2023 0 repositories listed
• Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime
  10 Feb 2023 0 repositories listed
• Multi-view Feature Extraction based on Dual Contrastive Head
  8 Feb 2023 0 repositories listed
• Delving Deep into Simplicity Bias for Long-Tailed Image Recognition
  7 Feb 2023 0 repositories listed
• The SSL Interplay: Augmentations, Inductive Bias, and Generalization
  6 Feb 2023 0 repositories listed
• Multi-Task Self-Supervised Learning for Image Segmentation Task
  5 Feb 2023 0 repositories listed
• MOMA:Distill from Self-Supervised Teachers
  4 Feb 2023 0 repositories listed
• Self-supervised Multi-view Disentanglement for Expansion of Visual Collections
  4 Feb 2023 0 repositories listed
• Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification
  3 Feb 2023 0 repositories listed
• Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks
  3 Feb 2023 0 repositories listed
• Hyperbolic Contrastive Learning
  2 Feb 2023 0 repositories listed
• The unreasonable effectiveness of few-shot learning for machine translation
  2 Feb 2023 0 repositories listed
• A Survey of Deep Learning: From Activations to Transformers
  1 Feb 2023 0 repositories listed
• Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach
  1 Feb 2023 0 repositories listed
• Image-Based Vehicle Classification by Synergizing Features from Supervised and Self-Supervised Learning Paradigms
  1 Feb 2023 0 repositories listed
• PointSmile: Point Self-supervised Learning via Curriculum Mutual Information
  30 Jan 2023 0 repositories listed
• SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking
  29 Jan 2023 0 repositories listed
• Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing
  29 Jan 2023 0 repositories listed
• Deciphering the Projection Head: Representation Evaluation Self-supervised Learning
  28 Jan 2023 0 repositories listed
• Leveraging the Third Dimension in Contrastive Learning
  27 Jan 2023 0 repositories listed
• Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification
  25 Jan 2023 0 repositories listed
• STERLING: Synergistic Representation Learning on Bipartite Graphs
  25 Jan 2023 0 repositories listed
• Self-Supervised Learning for Enhancing Angular Resolution in Automotive MIMO Radars
  24 Jan 2023 0 repositories listed
• Self-Supervised Image Representation Learning: Transcending Masking with Paired Image Overlay
  23 Jan 2023 0 repositories listed
• Regeneration Learning: A Learning Paradigm for Data Generation
  21 Jan 2023 0 repositories listed
• Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps
  21 Jan 2023 0 repositories listed
• Spatial Steerability of GANs via Self-Supervision from Discriminator
  20 Jan 2023 0 repositories listed
• Human-Timescale Adaptation in an Open-Ended Task Space
  18 Jan 2023 0 repositories listed
• Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network
  17 Jan 2023 0 repositories listed
• Vision Learners Meet Web Image-Text Pairs
  17 Jan 2023 0 repositories listed
• Gated Self-supervised Learning For Improving Supervised Learning
  14 Jan 2023 0 repositories listed
• Unsupervised Driving Event Discovery Based on Vehicle CAN-data
  12 Jan 2023 0 repositories listed
• Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease
  11 Jan 2023 0 repositories listed
• GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis
  11 Jan 2023 0 repositories listed
• Language Models sounds the Death Knell of Knowledge Graphs
  10 Jan 2023 0 repositories listed
• Seamless Multimodal Biometrics for Continuous Personalised Wellbeing Monitoring
  8 Jan 2023 0 repositories listed
• REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service
  7 Jan 2023 0 repositories listed
• Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
  7 Jan 2023 0 repositories listed
• Event Camera Data Pre-training
  5 Jan 2023 0 repositories listed
• MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology
  5 Jan 2023 0 repositories listed
• Skip-Attention: Improving Vision Transformers by Paying Less Attention
  5 Jan 2023 0 repositories listed
• A New Perspective to Boost Vision Transformer for Medical Image Classification
  3 Jan 2023 0 repositories listed
• Building3D: A Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds
  1 Jan 2023 0 repositories listed
• Contactless Pulse Estimation Leveraging Pseudo Labels and Self-Supervision
  1 Jan 2023 0 repositories listed
• Contrastive Continuity on Augmentation Stability Rehearsal for Continual Self-Supervised Learning
  1 Jan 2023 0 repositories listed
• Cross-modal Scalable Hierarchical Clustering in Hyperbolic space
  1 Jan 2023 0 repositories listed
• Evolved Part Masking for Self-Supervised Learning
  1 Jan 2023 0 repositories listed
• HiVLP: Hierarchical Interactive Video-Language Pre-Training
  1 Jan 2023 0 repositories listed