Browse State-of-the-Art › Self-Supervised Learning › Papers, page 36

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 36 of 51: papers 3,501 to 3,600 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.

• Encoder-Decoder Networks for Self-Supervised Pretraining and Downstream Signal Bandwidth Regression on Digital Antenna Arrays
  6 Jul 2023 0 repositories listed
• In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification
  4 Jul 2023 0 repositories listed
• SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT
  4 Jul 2023 0 repositories listed
• CardiGraphormer: Unveiling the Power of Self-Supervised Learning in Revolutionizing Drug Discovery
  3 Jul 2023 0 repositories listed
• Don't freeze: Finetune encoders for better Self-Supervised HAR
  3 Jul 2023 0 repositories listed
• More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning
  2 Jul 2023 0 repositories listed
• Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view
  30 Jun 2023 0 repositories listed
• Multi-network Contrastive Learning Based on Global and Local Representations
  28 Jun 2023 0 repositories listed
• Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods
  28 Jun 2023 0 repositories listed
• A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery
  27 Jun 2023 0 repositories listed
• Self-supervised Learning of Event-guided Video Frame Interpolation for Rolling Shutter Frames
  27 Jun 2023 0 repositories listed
• Learning with Difference Attention for Visually Grounded Self-supervised Representations
  26 Jun 2023 0 repositories listed
• Self-Supervised Image Captioning with CLIP
  26 Jun 2023 0 repositories listed
• Addressing Cold Start Problem for End-to-end Automatic Speech Scoring
  25 Jun 2023 0 repositories listed
• Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning
  23 Jun 2023 0 repositories listed
• Variance-Covariance Regularization Improves Representation Learning
  23 Jun 2023 0 repositories listed
• Online Self-Supervised Deep Learning for Intrusion Detection Systems
  22 Jun 2023 0 repositories listed
• Toward Leveraging Pre-Trained Self-Supervised Frontends for Automatic Singing Voice Understanding Tasks: Three Case Studies
  22 Jun 2023 0 repositories listed
• End-to-End Augmentation Hyperparameter Tuning for Self-Supervised Anomaly Detection
  21 Jun 2023 0 repositories listed
• Understanding Contrastive Learning Through the Lens of Margins
  20 Jun 2023 0 repositories listed
• Label-noise-tolerant medical image classification via self-attention and self-supervised learning
  16 Jun 2023 0 repositories listed
• UTOPIA: Unconstrained Tracking Objects without Preliminary Examination via Cross-Domain Adaptation
  16 Jun 2023 0 repositories listed
• A Comparison of Self-Supervised Pretraining Approaches for Predicting Disease Risk from Chest Radiograph Images
  15 Jun 2023 0 repositories listed
• BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning
  15 Jun 2023 0 repositories listed
• MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals
  15 Jun 2023 0 repositories listed
• Feature Normalization for Fine-tuning Self-Supervised Models in Speech Enhancement
  14 Jun 2023 0 repositories listed
• MCR-Data2vec 2.0: Improving Self-supervised Speech Pre-training via Model-level Consistency Regularization
  14 Jun 2023 0 repositories listed
• Self-supervised Learning and Graph Classification under Heterophily
  14 Jun 2023 0 repositories listed
• GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition
  13 Jun 2023 0 repositories listed
• Is Anisotropy Inherent to Transformers?
  13 Jun 2023 0 repositories listed
• CARL-G: Clustering-Accelerated Representation Learning on Graphs
  12 Jun 2023 0 repositories listed
• Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute
  11 Jun 2023 0 repositories listed
• What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model
  10 Jun 2023 0 repositories listed
• Liquidity takers behavior representation through a contrastive learning approach
  9 Jun 2023 0 repositories listed
• A Large-Scale Analysis on Self-Supervised Video Representation Learning
  9 Jun 2023 0 repositories listed
• DocAligner: Annotating Real-world Photographic Document Images by Simply Taking Pictures
  9 Jun 2023 0 repositories listed
• Exploring Effective Mask Sampling Modeling for Neural Image Compression
  9 Jun 2023 0 repositories listed
• One-shot Learning for Channel Estimation in Massive MIMO Systems
  9 Jun 2023 0 repositories listed
• Contrastive Representation Disentanglement for Clustering
  8 Jun 2023 0 repositories listed
• A study on the impact of Self-Supervised Learning on automatic dysarthric speech assessment
  7 Jun 2023 0 repositories listed
• Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images
  7 Jun 2023 0 repositories listed
• Context-Aware Self-Supervised Learning of Whole Slide Images
  7 Jun 2023 0 repositories listed
• Migrate Demographic Group For Fair GNNs
  7 Jun 2023 0 repositories listed
• NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage
  7 Jun 2023 0 repositories listed
• LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening
  6 Jun 2023 0 repositories listed
• DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency
  6 Jun 2023 0 repositories listed
• Green Steganalyzer: A Green Learning Approach to Image Steganalysis
  6 Jun 2023 0 repositories listed
• Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans
  6 Jun 2023 0 repositories listed
• Subgraph Networks Based Contrastive Learning
  6 Jun 2023 0 repositories listed
• OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition
  5 Jun 2023 0 repositories listed
• Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System
  5 Jun 2023 0 repositories listed
• Masked Autoencoder for Unsupervised Video Summarization
  2 Jun 2023 0 repositories listed
• Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work
  2 Jun 2023 0 repositories listed
• Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations
  1 Jun 2023 0 repositories listed
• Improved Cross-Lingual Transfer Learning For Automatic Speech Translation
  1 Jun 2023 0 repositories listed
• On the Robustness of Arabic Speech Dialect Identification
  1 Jun 2023 0 repositories listed
• Some voices are too common: Building fair speech recognition systems using the Common Voice dataset
  1 Jun 2023 0 repositories listed
• Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
  1 Jun 2023 0 repositories listed
• Additional Positive Enables Better Representation Learning for Medical Images
  31 May 2023 0 repositories listed
• Spectal Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning
  31 May 2023 0 repositories listed
• Feature Learning in Image Hierarchies using Functional Maximal Correlation
  31 May 2023 0 repositories listed
• Learning by Aligning 2D Skeleton Sequences and Multi-Modality Fusion
  31 May 2023 0 repositories listed
• SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis
  31 May 2023 0 repositories listed
• There is more to graphs than meets the eye: Learning universal features with self-supervision
  31 May 2023 0 repositories listed
• Learning Off-Road Terrain Traversability with Self-Supervisions Only
  30 May 2023 0 repositories listed
• Leveraging Semantic Information for Efficient Self-Supervised Emotion Recognition with Audio-Textual Distilled Models
  30 May 2023 0 repositories listed
• Self-Supervised Learning of Action Affordances as Interaction Modes
  27 May 2023 0 repositories listed
• Unsupervised Embedding Quality Evaluation
  26 May 2023 0 repositories listed
• Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance
  25 May 2023 0 repositories listed
• MPE4G: Multimodal Pretrained Encoder for Co-Speech Gesture Generation
  25 May 2023 0 repositories listed
• Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition
  25 May 2023 0 repositories listed
• Delving Deeper into Data Scaling in Masked Image Modeling
  24 May 2023 0 repositories listed
• Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss
  24 May 2023 0 repositories listed
• Spoofing Attacker Also Benefits from Self-Supervised Pretrained Model
  24 May 2023 0 repositories listed
• An Autoencoder-based Snow Drought Index
  23 May 2023 0 repositories listed
• TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition
  23 May 2023 0 repositories listed
• Atomic and Subgraph-aware Bilateral Aggregation for Molecular Representation Learning
  22 May 2023 0 repositories listed
• Contrastive Predictive Autoencoders for Dynamic Point Cloud Self-Supervised Learning
  22 May 2023 0 repositories listed
• EnSiam: Self-Supervised Learning With Ensemble Representations
  22 May 2023 0 repositories listed
• ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer
  22 May 2023 0 repositories listed
• Self-supervised representations in speech-based depression detection
  20 May 2023 0 repositories listed
• Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition
  19 May 2023 0 repositories listed
• Phonetic and Prosody-aware Self-supervised Learning Approach for Non-native Fluency Scoring
  19 May 2023 0 repositories listed
• S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning
  19 May 2023 0 repositories listed
• SurgMAE: Masked Autoencoders for Long Surgical Video Analysis
  19 May 2023 0 repositories listed
• HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes
  18 May 2023 0 repositories listed
• ML-SUPERB: Multilingual Speech Universal PERformance Benchmark
  18 May 2023 0 repositories listed
• Speech Separation based on Contrastive Learning and Deep Modularization
  18 May 2023 0 repositories listed
• Tuned Contrastive Learning
  18 May 2023 0 repositories listed
• Unsupervised Domain-agnostic Fake News Detection using Multi-modal Weak Signals
  18 May 2023 0 repositories listed
• Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET
  17 May 2023 0 repositories listed
• Sharpness & Shift-Aware Self-Supervised Learning
  17 May 2023 0 repositories listed
• XAI for Self-supervised Clustering of Wireless Spectrum Activity
  17 May 2023 0 repositories listed
• Adversarial Speaker Disentanglement Using Unannotated External Data for Self-supervised Representation Based Voice Conversion
  16 May 2023 0 repositories listed
• ProtoVAE: Prototypical Networks for Unsupervised Disentanglement
  16 May 2023 0 repositories listed
• Fast Traversability Estimation for Wild Visual Navigation
  15 May 2023 0 repositories listed
• Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning
  15 May 2023 0 repositories listed
• Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations
  14 May 2023 0 repositories listed
• How to Train Your CheXDragon: Training Chest X-Ray Models for Transfer to Novel Tasks and Healthcare Systems
  13 May 2023 0 repositories listed
• Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing
  12 May 2023 0 repositories listed