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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 45 of 51: papers 4,401 to 4,500 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.

• Hybrid BYOL-ViT: Efficient approach to deal with small datasets
  8 Nov 2021 0 repositories listed
• Residual-Guided Learning Representation for Self-Supervised Monocular Depth Estimation
  8 Nov 2021 0 repositories listed
• Leveraging Time Irreversibility with Order-Contrastive Pre-training
  4 Nov 2021 0 repositories listed
• Multi-Airport Delay Prediction with Transformers
  4 Nov 2021 0 repositories listed
• On the Role of Corpus Ordering in Language Modeling
  1 Nov 2021 0 repositories listed
• Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models
  1 Nov 2021 0 repositories listed
• Self-Supervised Radio-Visual Representation Learning for 6G Sensing
  1 Nov 2021 0 repositories listed
• Leveraging SE(3) Equivariance for Self-Supervised Category-Level Object Pose Estimation
  30 Oct 2021 0 repositories listed
• Barlow Graph Auto-Encoder for Unsupervised Network Embedding
  29 Oct 2021 0 repositories listed
• 10 Security and Privacy Problems in Large Foundation Models
  28 Oct 2021 0 repositories listed
• Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering
  28 Oct 2021 0 repositories listed
• MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition
  27 Oct 2021 0 repositories listed
• Directional Self-supervised Learning for Heavy Image Augmentations
  26 Oct 2021 0 repositories listed
• Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks
  26 Oct 2021 0 repositories listed
• Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task
  26 Oct 2021 0 repositories listed
• 2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track
  25 Oct 2021 0 repositories listed
• Self-Supervised Visual Representation Learning Using Lightweight Architectures
  21 Oct 2021 0 repositories listed
• Depth360: Self-supervised Learning for Monocular Depth Estimation using Learnable Camera Distortion Model
  20 Oct 2021 0 repositories listed
• Knowledge distillation from language model to acoustic model: a hierarchical multi-task learning approach
  20 Oct 2021 0 repositories listed
• Constrained Mean Shift for Representation Learning
  19 Oct 2021 0 repositories listed
• SSFD: Self-Supervised Feature Distance as an MR Image Reconstruction Quality Metric
  19 Oct 2021 0 repositories listed
• Zero-Shot Physics-Guided Deep Learning for Subject-Specific MRI Reconstruction
  19 Oct 2021 0 repositories listed
• Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning
  18 Oct 2021 0 repositories listed
• Multilingual Speech Recognition using Knowledge Transfer across Learning Processes
  15 Oct 2021 0 repositories listed
• SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging
  15 Oct 2021 0 repositories listed
• Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks
  14 Oct 2021 0 repositories listed
• Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation
  13 Oct 2021 0 repositories listed
• The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning
  13 Oct 2021 0 repositories listed
• Multi-Modal Pre-Training for Automated Speech Recognition
  12 Oct 2021 0 repositories listed
• Neural Algorithmic Reasoners are Implicit Planners
  11 Oct 2021 0 repositories listed
• SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition
  11 Oct 2021 0 repositories listed
• Towards Safer Transportation: a self-supervised learning approach for traffic video deraining
  11 Oct 2021 0 repositories listed
• Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition
  11 Oct 2021 0 repositories listed
• Digging Into Self-Supervised Learning of Feature Descriptors
  10 Oct 2021 0 repositories listed
• Colour augmentation for improved semi-supervised semantic segmentation
  9 Oct 2021 0 repositories listed
• VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?
  8 Oct 2021 0 repositories listed
• AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning
  7 Oct 2021 0 repositories listed
• Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models
  7 Oct 2021 0 repositories listed
• 3D Unsupervised Region-Aware Registration Transformer
  7 Oct 2021 0 repositories listed
• Exploring the Common Principal Subspace of Deep Features in Neural Networks
  6 Oct 2021 0 repositories listed
• SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
  6 Oct 2021 0 repositories listed
• The Power of Contrast for Feature Learning: A Theoretical Analysis
  6 Oct 2021 0 repositories listed
• Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression
  5 Oct 2021 0 repositories listed
• Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding
  5 Oct 2021 0 repositories listed
• Consistency Regularization Can Improve Robustness to Label Noise
  4 Oct 2021 0 repositories listed
• How You Move Your Head Tells What You Do: Self-supervised Video Representation Learning with Egocentric Cameras and IMU Sensors
  4 Oct 2021 0 repositories listed
• Multi-task Voice Activated Framework using Self-supervised Learning
  3 Oct 2021 0 repositories listed
• A Survey of Knowledge Enhanced Pre-trained Models
  1 Oct 2021 0 repositories listed
• Evaluating the fairness of fine-tuning strategies in self-supervised learning
  1 Oct 2021 0 repositories listed
• Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device
  1 Oct 2021 0 repositories listed
• Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation
  1 Oct 2021 0 repositories listed
• Stochastic Contrastive Learning
  1 Oct 2021 0 repositories listed
• 3D Pre-training improves GNNs for Molecular Property Prediction
  29 Sep 2021 0 repositories listed
• A theoretically grounded characterization of feature representations
  29 Sep 2021 0 repositories listed
• AAVAE: Augmentation-Augmented Variational Autoencoders
  29 Sep 2021 0 repositories listed
• Adaptive Multi-layer Contrastive Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Boundary-aware Pre-training for Video Scene Segmentation
  29 Sep 2021 0 repositories listed
• Chaos is a Ladder: A New Understanding of Contrastive Learning
  29 Sep 2021 0 repositories listed
• Contrastive Learning of 3D Shape Descriptor with Dynamic Adversarial Views
  29 Sep 2021 0 repositories listed
• Data-Efficient Contrastive Learning by Differentiable Hard Sample and Hard Positive Pair Generation
  29 Sep 2021 0 repositories listed
• Encoding Event-Based Gesture Data With a Hybrid SNN Guided Variational Auto-encoder
  29 Sep 2021 0 repositories listed
• Ensembles and Encoders for Task-Free Continual Learning
  29 Sep 2021 0 repositories listed
• Environment Predictive Coding for Visual Navigation
  29 Sep 2021 0 repositories listed
• Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations
  29 Sep 2021 0 repositories listed
• ESCo: Towards Provably Effective and Scalable Contrastive Representation Learning
  29 Sep 2021 0 repositories listed
• Federated Contrastive Representation Learning with Feature Fusion and Neighborhood Matching
  29 Sep 2021 0 repositories listed
• FROB: Few-shot ROBust Model for Classification with Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• Hierarchical Cross Contrastive Learning of Visual Representations
  29 Sep 2021 0 repositories listed
• How Does SimSiam Avoid Collapse Without Negative Samples? Towards a Unified Understanding of Progress in SSL
  29 Sep 2021 0 repositories listed
• Identity-Disentangled Adversarial Augmentation for Self-supervised Learning
  29 Sep 2021 0 repositories listed
• Interrogating Paradigms in Self-supervised Graph Representation Learning
  29 Sep 2021 0 repositories listed
• Joint Self-Supervised Learning for Vision-based Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Learnability and Expressiveness in Self-Supervised Learning
  29 Sep 2021 0 repositories listed
• Learning Minimal Representations with Model Invariance
  29 Sep 2021 0 repositories listed
• LEARNING PHONEME-LEVEL DISCRETE SPEECH REPRESENTATION WITH WORD-LEVEL SUPERVISION
  29 Sep 2021 0 repositories listed
• Learning Universal User Representations via Self-Supervised Lifelong Behaviors Modeling
  29 Sep 2021 0 repositories listed
• Lifting Imbalanced Regression with Self-Supervised Learning
  29 Sep 2021 0 repositories listed
• Measuring the Effectiveness of Self-Supervised Learning using Calibrated Learning Curves
  29 Sep 2021 0 repositories listed
• Multi-Domain Self-Supervised Learning
  29 Sep 2021 0 repositories listed
• No Shifted Augmentations (NSA): strong baselines for self-supervised Anomaly Detection
  29 Sep 2021 0 repositories listed
• Noisy Adversarial Training
  29 Sep 2021 0 repositories listed
• On Learning to Solve Cardinality Constrained Combinatorial Optimization in One-Shot: A Re-parameterization Approach via Gumbel-Sinkhorn-TopK
  29 Sep 2021 0 repositories listed
• One Objective for All Models --- Self-supervised Learning for Topic Models
  29 Sep 2021 0 repositories listed
• PASS: Patch-Aware Self-Supervision for Vision Transformer
  29 Sep 2021 0 repositories listed
• Piecing and Chipping: An effective solution for the information-erasing view generation in Self-supervised Learning
  29 Sep 2021 0 repositories listed
• Prototypical Contrastive Predictive Coding
  29 Sep 2021 0 repositories listed
• Referring Self-supervised Learning on 3D Point Cloud
  29 Sep 2021 0 repositories listed
• Residual Contrastive Learning: Unsupervised Representation Learning from Residuals
  29 Sep 2021 0 repositories listed
• Rethinking Temperature in Graph Contrastive Learning
  29 Sep 2021 0 repositories listed
• Self-GenomeNet: Self-supervised Learning with Reverse-Complement Context Prediction for Nucleotide-level Genomics Data
  29 Sep 2021 0 repositories listed
• Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout
  29 Sep 2021 0 repositories listed
• Self-supervised Learning for Sequential Recommendation with Model Augmentation
  29 Sep 2021 0 repositories listed
• Self-Supervised Learning of Motion-Informed Latents
  29 Sep 2021 0 repositories listed
• Self-supervised regression learning using domain knowledge: Applications to improving self-supervised image denoising
  29 Sep 2021 0 repositories listed
• Self-Supervised Structured Representations for Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Self-Supervision Enhanced Feature Selection with Correlated Gates
  29 Sep 2021 0 repositories listed
• SimMER: Simple Maximization of Entropy and Rank for Self-supervised Representation Learning
  29 Sep 2021 0 repositories listed
• Sphere2Vec: Self-Supervised Location Representation Learning on Spherical Surfaces
  29 Sep 2021 0 repositories listed
• Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning
  29 Sep 2021 0 repositories listed
• Understanding Self-supervised Learning via Information Bottleneck Principle
  29 Sep 2021 0 repositories listed