Browse State-of-the-Art › Self-Supervised Learning › Papers, page 30
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 30 of 51: papers 2,901 to 3,000 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.
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Siamese Transformer Networks for Few-shot Image Classification16 Jul 2024 0 repositories listed
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Universal Sound Separation with Self-Supervised Audio Masked Autoencoder16 Jul 2024 0 repositories listed
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DINO Pre-training for Vision-based End-to-end Autonomous Driving15 Jul 2024 0 repositories listed
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Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture15 Jul 2024 0 repositories listed
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A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification14 Jul 2024 0 repositories listed
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Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT12 Jul 2024 0 repositories listed
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Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement11 Jul 2024 0 repositories listed
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Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging9 Jul 2024 0 repositories listed
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Transfer or Self-Supervised? Bridging the Performance Gap in Medical Imaging8 Jul 2024 0 repositories listed
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Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation8 Jul 2024 0 repositories listed
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MSP-Podcast SER Challenge 2024: L'antenne du Ventoux Multimodal Self-Supervised Learning for Speech Emotion Recognition8 Jul 2024 0 repositories listed
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Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts8 Jul 2024 0 repositories listed
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Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness7 Jul 2024 0 repositories listed
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Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis4 Jul 2024 0 repositories listed
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How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks3 Jul 2024 0 repositories listed
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LLMcap: Large Language Model for Unsupervised PCAP Failure Detection3 Jul 2024 0 repositories listed
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SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech3 Jul 2024 0 repositories listed
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Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition3 Jul 2024 0 repositories listed
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A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production3 Jul 2024 0 repositories listed
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Learning Paradigms and Modelling Methodologies for Digital Twins in Process Industry2 Jul 2024 0 repositories listed
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The USTC-NERCSLIP Systems for The ICMC-ASR Challenge2 Jul 2024 0 repositories listed
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Towards the Next Frontier in Speech Representation Learning Using Disentanglement2 Jul 2024 0 repositories listed
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Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining1 Jul 2024 0 repositories listed
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ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection1 Jul 2024 0 repositories listed
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Towards Robust Speech Representation Learning for Thousands of Languages30 Jun 2024 0 repositories listed
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Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review28 Jun 2024 0 repositories listed
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Multi-modal Food Recommendation using Clustering and Self-supervised Learning27 Jun 2024 0 repositories listed
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Shorter SPECT Scans Using Self-supervised Coordinate Learning to Synthesize Skipped Projection Views27 Jun 2024 0 repositories listed
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Foundation Models for ECG: Leveraging Hybrid Self-Supervised Learning for Advanced Cardiac Diagnostics26 Jun 2024 0 repositories listed
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Mixture of Experts in a Mixture of RL settings26 Jun 2024 0 repositories listed
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Contrastive General Graph Matching with Adaptive Augmentation Sampling25 Jun 2024 0 repositories listed
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Investigating Self-Supervised Methods for Label-Efficient Learning25 Jun 2024 0 repositories listed
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Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds25 Jun 2024 0 repositories listed
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Preserving Node Distinctness in Graph Autoencoders via Similarity Distillation25 Jun 2024 0 repositories listed
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Self-Supervised Embeddings for Detecting Individual Symptoms of Depression25 Jun 2024 0 repositories listed
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AND: Audio Network Dissection for Interpreting Deep Acoustic Models24 Jun 2024 0 repositories listed
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BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals24 Jun 2024 0 repositories listed
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Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution24 Jun 2024 0 repositories listed
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The Hidden Pitfalls of the Cosine Similarity Loss24 Jun 2024 0 repositories listed
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UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation23 Jun 2024 0 repositories listed
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Self-Supervised Alignment Learning for Medical Image Segmentation22 Jun 2024 0 repositories listed
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An Adapter-Based Unified Model for Multiple Spoken Language Processing Tasks20 Jun 2024 0 repositories listed
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Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning20 Jun 2024 0 repositories listed
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Liveness Detection in Computer Vision: Transformer-based Self-Supervised Learning for Face Anti-Spoofing19 Jun 2024 0 repositories listed
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Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers18 Jun 2024 0 repositories listed
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A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding17 Jun 2024 0 repositories listed
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DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features17 Jun 2024 0 repositories listed
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A Comprehensive Survey of Foundation Models in Medicine15 Jun 2024 0 repositories listed
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How Should We Extract Discrete Audio Tokens from Self-Supervised Models?15 Jun 2024 0 repositories listed
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Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations?15 Jun 2024 0 repositories listed
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Inclusive ASR for Disfluent Speech: Cascaded Large-Scale Self-Supervised Learning with Targeted Fine-Tuning and Data Augmentation14 Jun 2024 0 repositories listed
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Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring14 Jun 2024 0 repositories listed
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SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation14 Jun 2024 0 repositories listed
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An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels13 Jun 2024 0 repositories listed
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T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation13 Jun 2024 0 repositories listed
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Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations13 Jun 2024 0 repositories listed
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You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning13 Jun 2024 0 repositories listed
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Emotional Conversation: Empowering Talking Faces with Cohesive Expression, Gaze and Pose Generation12 Jun 2024 0 repositories listed
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Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations12 Jun 2024 0 repositories listed
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From Chaos to Clarity: 3DGS in the Dark12 Jun 2024 0 repositories listed
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GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model12 Jun 2024 0 repositories listed
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GraphFM: A Comprehensive Benchmark for Graph Foundation Model12 Jun 2024 0 repositories listed
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ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets12 Jun 2024 0 repositories listed
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SCDNet: Self-supervised Learning Feature-based Speaker Change Detection12 Jun 2024 0 repositories listed
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Self-supervised Learning of Neural Implicit Feature Fields for Camera Pose Refinement12 Jun 2024 0 repositories listed
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FaceGPT: Self-supervised Learning to Chat about 3D Human Faces11 Jun 2024 0 repositories listed
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Object-level Scene Deocclusion11 Jun 2024 0 repositories listed
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Revolutionizing Wireless Networks with Self-Supervised Learning: A Pathway to Intelligent Communications11 Jun 2024 0 repositories listed
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Sustainable self-supervised learning for speech representations11 Jun 2024 0 repositories listed
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Visual Representation Learning with Stochastic Frame Prediction11 Jun 2024 0 repositories listed
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Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge10 Jun 2024 0 repositories listed
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Graph-Based Bidirectional Transformer Decision Threshold Adjustment Algorithm for Class-Imbalanced Molecular Data10 Jun 2024 0 repositories listed
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Higher-Order Spatial Information for Self-Supervised Place Cell Learning10 Jun 2024 0 repositories listed
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NeuroMoCo: A Neuromorphic Momentum Contrast Learning Method for Spiking Neural Networks10 Jun 2024 0 repositories listed
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ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations9 Jun 2024 0 repositories listed
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Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning9 Jun 2024 0 repositories listed
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Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation9 Jun 2024 0 repositories listed
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Emo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition7 Jun 2024 0 repositories listed
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Joint Spatial-Temporal Modeling and Contrastive Learning for Self-supervised Heart Rate Measurement7 Jun 2024 0 repositories listed
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On the social bias of speech self-supervised models7 Jun 2024 0 repositories listed
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Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks7 Jun 2024 0 repositories listed
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Unlocking Telemetry Potential: Self-Supervised Learning for Continuous Clinical Electrocardiogram Monitoring7 Jun 2024 0 repositories listed
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The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning6 Jun 2024 0 repositories listed
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Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders5 Jun 2024 0 repositories listed
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Enhancing 2D Representation Learning with a 3D Prior4 Jun 2024 0 repositories listed
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Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning4 Jun 2024 0 repositories listed
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Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation3 Jun 2024 0 repositories listed
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YODAS: Youtube-Oriented Dataset for Audio and Speech2 Jun 2024 0 repositories listed
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Rethinking Spectral Augmentation for Contrast-based Graph Self-Supervised Learning30 May 2024 0 repositories listed
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Fill in the Gap! Combining Self-supervised Representation Learning with Neural Audio Synthesis for Speech Inpainting30 May 2024 0 repositories listed
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Relation Modeling and Distillation for Learning with Noisy Labels30 May 2024 0 repositories listed
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Anomaly Detection by Context Contrasting29 May 2024 0 repositories listed
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MindSemantix: Deciphering Brain Visual Experiences with a Brain-Language Model29 May 2024 0 repositories listed
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In-Context Symmetries: Self-Supervised Learning through Contextual World Models28 May 2024 0 repositories listed
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SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation28 May 2024 0 repositories listed
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Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation28 May 2024 0 repositories listed
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TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations27 May 2024 0 repositories listed
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Transformer Meets Gated Residual Networks To Enhance Photoplethysmogram Artifact Detection Informed by Mutual Information Neural Estimation25 May 2024 0 repositories listed
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Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images24 May 2024 0 repositories listed
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Capsule Network Projectors are Equivariant and Invariant Learners23 May 2024 0 repositories listed