Browse State-of-the-Art › Self-Supervised Learning › Papers, page 35

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 35 of 51: papers 3,401 to 3,500 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.

• Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning
  14 Sep 2023 0 repositories listed
• Enhancing Child Vocalization Classification with Phonetically-Tuned Embeddings for Assisting Autism Diagnosis
  13 Sep 2023 0 repositories listed
• GelFlow: Self-supervised Learning of Optical Flow for Vision-Based Tactile Sensor Displacement Measurement
  13 Sep 2023 0 repositories listed
• Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning
  12 Sep 2023 0 repositories listed
• LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech
  11 Sep 2023 0 repositories listed
• Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals
  11 Sep 2023 0 repositories listed
• Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout
  11 Sep 2023 0 repositories listed
• Continual Robot Learning using Self-Supervised Task Inference
  10 Sep 2023 0 repositories listed
• Frequency-Aware Self-Supervised Long-Tailed Learning
  9 Sep 2023 0 repositories listed
• Asymmetric Clean Segments-Guided Self-Supervised Learning for Robust Speaker Verification
  8 Sep 2023 0 repositories listed
• Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning
  8 Sep 2023 0 repositories listed
• Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction
  7 Sep 2023 0 repositories listed
• ETP: Learning Transferable ECG Representations via ECG-Text Pre-training
  6 Sep 2023 0 repositories listed
• Self-Supervised Masked Digital Elevation Models Encoding for Low-Resource Downstream Tasks
  6 Sep 2023 0 repositories listed
• Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference
  6 Sep 2023 0 repositories listed
• Stylebook: Content-Dependent Speaking Style Modeling for Any-to-Any Voice Conversion using Only Speech Data
  6 Sep 2023 0 repositories listed
• Towards Unsupervised Graph Completion Learning on Graphs with Features and Structure Missing
  6 Sep 2023 0 repositories listed
• ViewMix: Augmentation for Robust Representation in Self-Supervised Learning
  6 Sep 2023 0 repositories listed
• A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images
  5 Sep 2023 0 repositories listed
• Non-Parametric Representation Learning with Kernels
  5 Sep 2023 0 repositories listed
• PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective
  5 Sep 2023 0 repositories listed
• Probabilistic Self-supervised Learning via Scoring Rules Minimization
  5 Sep 2023 0 repositories listed
• Variational Self-Supervised Contrastive Learning Using Beta Divergence
  5 Sep 2023 0 repositories listed
• Acoustic-to-articulatory inversion for dysarthric speech: Are pre-trained self-supervised representations favorable?
  3 Sep 2023 0 repositories listed
• Self-Supervised Video Transformers for Isolated Sign Language Recognition
  2 Sep 2023 0 repositories listed
• Geometry-aware Line Graph Transformer Pre-training for Molecular Property Prediction
  1 Sep 2023 0 repositories listed
• Remixing-based Unsupervised Source Separation from Scratch
  1 Sep 2023 0 repositories listed
• Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data
  31 Aug 2023 0 repositories listed
• RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting
  31 Aug 2023 0 repositories listed
• End-to-End Driving via Self-Supervised Imitation Learning Using Camera and LiDAR Data
  28 Aug 2023 0 repositories listed
• MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images
  28 Aug 2023 0 repositories listed
• Self-Supervision for Tackling Unsupervised Anomaly Detection: Pitfalls and Opportunities
  28 Aug 2023 0 repositories listed
• Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads
  28 Aug 2023 0 repositories listed
• Unleash Model Potential: Bootstrapped Meta Self-supervised Learning
  28 Aug 2023 0 repositories listed
• Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition
  28 Aug 2023 0 repositories listed
• Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning
  27 Aug 2023 0 repositories listed
• AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning
  25 Aug 2023 0 repositories listed
• Self-supervised learning for hotspot detection and isolation from thermal images
  25 Aug 2023 0 repositories listed
• Self-supervised Learning of Implicit Shape Representation with Dense Correspondence for Deformable Objects
  24 Aug 2023 0 repositories listed
• Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding
  22 Aug 2023 0 repositories listed
• A Review on Objective-Driven Artificial Intelligence
  20 Aug 2023 0 repositories listed
• Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation
  20 Aug 2023 0 repositories listed
• Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection
  20 Aug 2023 0 repositories listed
• Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation
  19 Aug 2023 0 repositories listed
• Artificial-Spiking Hierarchical Networks for Vision-Language Representation Learning
  18 Aug 2023 0 repositories listed
• Point Contrastive Prediction with Semantic Clustering for Self-Supervised Learning on Point Cloud Videos
  18 Aug 2023 0 repositories listed
• Group Identification via Transitional Hypergraph Convolution with Cross-view Self-supervised Learning
  16 Aug 2023 0 repositories listed
• The ID R&D VoxCeleb Speaker Recognition Challenge 2023 System Description
  16 Aug 2023 0 repositories listed
• Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph
  15 Aug 2023 0 repositories listed
• Self-supervised Hypergraphs for Learning Multiple World Interpretations
  15 Aug 2023 0 repositories listed
• pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems
  14 Aug 2023 0 repositories listed
• Advances in Self-Supervised Learning for Synthetic Aperture Sonar Data Processing, Classification, and Pattern Recognition
  12 Aug 2023 0 repositories listed
• A degree of image identification at sub-human scales could be possible with more advanced clusters
  9 Aug 2023 0 repositories listed
• SSL-Auth: An Authentication Framework by Fragile Watermarking for Pre-trained Encoders in Self-supervised Learning
  9 Aug 2023 0 repositories listed
• Exploring Visual Pre-training for Robot Manipulation: Datasets, Models and Methods
  7 Aug 2023 0 repositories listed
• Multi-Label Self-Supervised Learning with Scene Images
  7 Aug 2023 0 repositories listed
• Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning
  4 Aug 2023 0 repositories listed
• Personalization of Stress Mobile Sensing using Self-Supervised Learning
  4 Aug 2023 0 repositories listed
• Federated Representation Learning for Automatic Speech Recognition
  3 Aug 2023 0 repositories listed
• A Probabilistic Approach to Self-Supervised Learning using Cyclical Stochastic Gradient MCMC
  2 Aug 2023 0 repositories listed
• SALTTS: Leveraging Self-Supervised Speech Representations for improved Text-to-Speech Synthesis
  2 Aug 2023 0 repositories listed
• DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification
  1 Aug 2023 0 repositories listed
• Graph Contrastive Learning with Generative Adversarial Network
  1 Aug 2023 0 repositories listed
• Foundational Models for Fault Diagnosis of Electrical Motors
  31 Jul 2023 0 repositories listed
• Learning to Model the World with Language
  31 Jul 2023 0 repositories listed
• Motion Degeneracy in Self-supervised Learning of Elevation Angle Estimation for 2D Forward-Looking Sonar
  30 Jul 2023 0 repositories listed
• Self-Supervised Learning of Gait-Based Biomarkers
  30 Jul 2023 0 repositories listed
• HandMIM: Pose-Aware Self-Supervised Learning for 3D Hand Mesh Estimation
  29 Jul 2023 0 repositories listed
• MUSE: Multi-View Contrastive Learning for Heterophilic Graphs
  29 Jul 2023 0 repositories listed
• BOURNE: Bootstrapped Self-supervised Learning Framework for Unified Graph Anomaly Detection
  28 Jul 2023 0 repositories listed
• GaitMorph: Transforming Gait by Optimally Transporting Discrete Codes
  27 Jul 2023 0 repositories listed
• Self-Supervised Learning for Improved Synthetic Aperture Sonar Target Recognition
  27 Jul 2023 0 repositories listed
• Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy
  26 Jul 2023 0 repositories listed
• How to Scale Your EMA
  25 Jul 2023 0 repositories listed
• Speech representation learning: Learning bidirectional encoders with single-view, multi-view, and multi-task methods
  25 Jul 2023 0 repositories listed
• MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features
  24 Jul 2023 0 repositories listed
• Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation
  23 Jul 2023 0 repositories listed
• Self-Supervised Learning for Audio-Based Emotion Recognition
  23 Jul 2023 0 repositories listed
• Hallucination Improves the Performance of Unsupervised Visual Representation Learning
  22 Jul 2023 0 repositories listed
• Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds
  21 Jul 2023 0 repositories listed
• Language-based Action Concept Spaces Improve Video Self-Supervised Learning
  20 Jul 2023 0 repositories listed
• MASR: Multi-label Aware Speech Representation
  20 Jul 2023 0 repositories listed
• PASTA: Pretrained Action-State Transformer Agents
  20 Jul 2023 0 repositories listed
• Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis
  20 Jul 2023 0 repositories listed
• Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series
  20 Jul 2023 0 repositories listed
• Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study
  19 Jul 2023 0 repositories listed
• CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication
  18 Jul 2023 0 repositories listed
• Towards the Sparseness of Projection Head in Self-Supervised Learning
  18 Jul 2023 0 repositories listed
• For One-Shot Decoding: Self-supervised Deep Learning-Based Polar Decoder
  16 Jul 2023 0 repositories listed
• Model Adaptation for ASR in low-resource Indian Languages
  16 Jul 2023 0 repositories listed
• Audio-Visual Speech Enhancement Using Self-supervised Learning to Improve Speech Intelligibility in Cochlear Implant Simulations
  15 Jul 2023 0 repositories listed
• Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling
  13 Jul 2023 0 repositories listed
• Self-Supervised Learning for Interactive Perception of Surgical Thread for Autonomous Suture Tail-Shortening
  13 Jul 2023 0 repositories listed
• Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events
  12 Jul 2023 0 repositories listed
• Multimodal Molecular Pretraining via Modality Blending
  12 Jul 2023 0 repositories listed
• On the Effectiveness of Speech Self-supervised Learning for Music
  11 Jul 2023 0 repositories listed
• On the Use of Self-Supervised Speech Representations in Spontaneous Speech Synthesis
  11 Jul 2023 0 repositories listed
• Advances and Challenges in Meta-Learning: A Technical Review
  10 Jul 2023 0 repositories listed
• Visible and infrared self-supervised fusion trained on a single example
  9 Jul 2023 0 repositories listed
• Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data
  7 Jul 2023 0 repositories listed