Browse State-of-the-Art › Self-Supervised Learning › Papers, page 43

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 43 of 51: papers 4,201 to 4,300 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.

• Transformer-Based Self-Supervised Learning for Emotion Recognition
  8 Apr 2022 0 repositories listed
• DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores
  7 Apr 2022 0 repositories listed
• MAESTRO: Matched Speech Text Representations through Modality Matching
  7 Apr 2022 0 repositories listed
• MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
  7 Apr 2022 0 repositories listed
• Self-supervised learning for robust voice cloning
  7 Apr 2022 0 repositories listed
• A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition
  6 Apr 2022 0 repositories listed
• Federated Self-supervised Speech Representations: Are We There Yet?
  6 Apr 2022 0 repositories listed
• LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity
  6 Apr 2022 0 repositories listed
• Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency
  6 Apr 2022 0 repositories listed
• A Comparison of Deep Learning MOS Predictors for Speech Synthesis Quality
  5 Apr 2022 0 repositories listed
• Repeat after me: Self-supervised learning of acoustic-to-articulatory mapping by vocal imitation
  5 Apr 2022 0 repositories listed
• Unsupervised Data Selection via Discrete Speech Representation for ASR
  5 Apr 2022 0 repositories listed
• Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification
  4 Apr 2022 0 repositories listed
• The Vicomtech Spoofing-Aware Biometric System for the SASV Challenge
  4 Apr 2022 0 repositories listed
• Distortion-Aware Self-Supervised 360° Depth Estimation from A Single Equirectangular Projection Image
  3 Apr 2022 0 repositories listed
• Exemplar Learning for Medical Image Segmentation
  3 Apr 2022 0 repositories listed
• Mix-up Self-Supervised Learning for Contrast-agnostic Applications
  2 Apr 2022 0 repositories listed
• End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation
  1 Apr 2022 0 repositories listed
• On the Efficiency of Integrating Self-supervised Learning and Meta-learning for User-defined Few-shot Keyword Spotting
  1 Apr 2022 0 repositories listed
• Selecting task with optimal transport self-supervised learning for few-shot classification
  1 Apr 2022 0 repositories listed
• WavFT: Acoustic model finetuning with labelled and unlabelled data
  1 Apr 2022 0 repositories listed
• Analyzing the factors affecting usefulness of Self-Supervised Pre-trained Representations for Speech Recognition
  31 Mar 2022 0 repositories listed
• Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification
  31 Mar 2022 0 repositories listed
• How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning
  30 Mar 2022 0 repositories listed
• Learning neural audio features without supervision
  29 Mar 2022 0 repositories listed
• Self-Supervised Light Field Depth Estimation Using Epipolar Plane Images
  29 Mar 2022 0 repositories listed
• Learning Optical Flow, Depth, and Scene Flow without Real-World Labels
  28 Mar 2022 0 repositories listed
• S2-Net: Self-supervision Guided Feature Representation Learning for Cross-Modality Images
  28 Mar 2022 0 repositories listed
• Curriculum learning for self-supervised speaker verification
  28 Mar 2022 0 repositories listed
• Self-supervised Semantic Segmentation Grounded in Visual Concepts
  25 Mar 2022 0 repositories listed
• Tackling Online One-Class Incremental Learning by Removing Negative Contrasts
  24 Mar 2022 0 repositories listed
• Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels
  23 Mar 2022 0 repositories listed
• Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition
  23 Mar 2022 0 repositories listed
• Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions
  23 Mar 2022 0 repositories listed
• The Challenges of Continuous Self-Supervised Learning
  23 Mar 2022 0 repositories listed
• Channel Self-Supervision for Online Knowledge Distillation
  22 Mar 2022 0 repositories listed
• Federated Self-Supervised Learning for Acoustic Event Classification
  22 Mar 2022 0 repositories listed
• Representation Uncertainty in Self-Supervised Learning as Variational Inference
  22 Mar 2022 0 repositories listed
• Self-supervision through Random Segments with Autoregressive Coding (RandSAC)
  22 Mar 2022 0 repositories listed
• Text Transformations in Contrastive Self-Supervised Learning: A Review
  22 Mar 2022 0 repositories listed
• Longitudinal Self-Supervision for COVID-19 Pathology Quantification
  21 Mar 2022 0 repositories listed
• Rethinking the optimization process for self-supervised model-driven MRI reconstruction
  18 Mar 2022 0 repositories listed
• Contrastive Learning with Positive-Negative Frame Mask for Music Representation
  17 Mar 2022 0 repositories listed
• Self-Supervised Deep Learning to Enhance Breast Cancer Detection on Screening Mammography
  16 Mar 2022 0 repositories listed
• InsCon:Instance Consistency Feature Representation via Self-Supervised Learning
  15 Mar 2022 0 repositories listed
• Investigating self-supervised learning for speech enhancement and separation
  15 Mar 2022 0 repositories listed
• One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning
  15 Mar 2022 0 repositories listed
• S2F2: Self-Supervised High Fidelity Face Reconstruction from Monocular Image
  15 Mar 2022 0 repositories listed
• Task-Agnostic Robust Representation Learning
  15 Mar 2022 0 repositories listed
• Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases
  14 Mar 2022 0 repositories listed
• UniVIP: A Unified Framework for Self-Supervised Visual Pre-training
  14 Mar 2022 0 repositories listed
• SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning
  10 Mar 2022 0 repositories listed
• Active Self-Semi-Supervised Learning for Few Labeled Samples
  9 Mar 2022 0 repositories listed
• Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification
  9 Mar 2022 0 repositories listed
• CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification
  8 Mar 2022 0 repositories listed
• Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning
  8 Mar 2022 0 repositories listed
• Predictive and Contrastive: Dual-Auxiliary Learning for Recommendation
  8 Mar 2022 0 repositories listed
• A study on the distribution of social biases in self-supervised learning visual models
  3 Mar 2022 0 repositories listed
• Measuring Self-Supervised Representation Quality for Downstream Classification using Discriminative Features
  3 Mar 2022 0 repositories listed
• Audio Self-supervised Learning: A Survey
  2 Mar 2022 0 repositories listed
• RestainNet: a self-supervised digital re-stainer for stain normalization
  28 Feb 2022 0 repositories listed
• Understanding Contrastive Learning Requires Incorporating Inductive Biases
  28 Feb 2022 0 repositories listed
• Adversarial Contrastive Self-Supervised Learning
  26 Feb 2022 0 repositories listed
• SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification
  26 Feb 2022 0 repositories listed
• A Survey of Multilingual Models for Automatic Speech Recognition
  25 Feb 2022 0 repositories listed
• A Simple Self-Supervised ECG Representation Learning Method via Manipulated Temporal-Spatial Reverse Detection
  25 Feb 2022 0 repositories listed
• Refining Self-Supervised Learning in Imaging: Beyond Linear Metric
  25 Feb 2022 0 repositories listed
• Fully Self-Supervised Learning for Semantic Segmentation
  24 Feb 2022 0 repositories listed
• Assessing the State of Self-Supervised Human Activity Recognition using Wearables
  22 Feb 2022 0 repositories listed
• Tripartite: Tackle Noisy Labels by a More Precise Partition
  19 Feb 2022 0 repositories listed
• How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
  18 Feb 2022 0 repositories listed
• Masked prediction tasks: a parameter identifiability view
  18 Feb 2022 0 repositories listed
• Survey on Self-supervised Representation Learning Using Image Transformations
  17 Feb 2022 0 repositories listed
• Phase Aberration Robust Beamformer for Planewave US Using Self-Supervised Learning
  16 Feb 2022 0 repositories listed
• Self-Supervised Representation Learning via Latent Graph Prediction
  16 Feb 2022 0 repositories listed
• Learning Contextually Fused Audio-visual Representations for Audio-visual Speech Recognition
  15 Feb 2022 0 repositories listed
• Misinformation Detection in Social Media Video Posts
  15 Feb 2022 0 repositories listed
• A Generic Self-Supervised Framework of Learning Invariant Discriminative Features
  14 Feb 2022 0 repositories listed
• Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning
  14 Feb 2022 0 repositories listed
• Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning
  14 Feb 2022 0 repositories listed
• Unlabeled Data Help: Minimax Analysis and Adversarial Robustness
  14 Feb 2022 0 repositories listed
• AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation
  13 Feb 2022 0 repositories listed
• Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations
  12 Feb 2022 0 repositories listed
• Investigating Power laws in Deep Representation Learning
  11 Feb 2022 0 repositories listed
• Reduced order modeling for flow and transport problems with Barlow Twins self-supervised learning
  11 Feb 2022 0 repositories listed
• Using Navigational Information to Learn Visual Representations
  10 Feb 2022 0 repositories listed
• How to Understand Masked Autoencoders
  8 Feb 2022 0 repositories listed
• Results and findings of the 2021 Image Similarity Challenge
  8 Feb 2022 0 repositories listed
• Self-supervised Contrastive Learning for Cross-domain Hyperspectral Image Representation
  8 Feb 2022 0 repositories listed
• Simple Control Baselines for Evaluating Transfer Learning
  7 Feb 2022 0 repositories listed
• Exemplar-Based Contrastive Self-Supervised Learning with Few-Shot Class Incremental Learning
  5 Feb 2022 0 repositories listed
• Self-Adaptive Forecasting for Improved Deep Learning on Non-Stationary Time-Series
  4 Feb 2022 0 repositories listed
• Understanding The Robustness of Self-supervised Learning Through Topic Modeling
  2 Feb 2022 0 repositories listed
• Relative Position Prediction as Pre-training for Text Encoders
  2 Feb 2022 0 repositories listed
• ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition
  1 Feb 2022 0 repositories listed
• Learning Robust Representation through Graph Adversarial Contrastive Learning
  31 Jan 2022 0 repositories listed
• Contrastive Learning from Demonstrations
  30 Jan 2022 0 repositories listed
• Self Semi Supervised Neural Architecture Search for Semantic Segmentation
  29 Jan 2022 0 repositories listed
• DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction
  26 Jan 2022 0 repositories listed
• Link Prediction with Contextualized Self-Supervision
  25 Jan 2022 0 repositories listed