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Representation Learning

Papers archive 2025-07-28

archive papers tagged: 10,580 · with a code link: 4,662 · where Syntology ran a sample: 1,439 (1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,439 of 10,580 tagged: 1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument)

Page 73 of 106: papers 7,201 to 7,300 of 10,580, 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.

• A survey on knowledge-enhanced multimodal learning
  19 Nov 2022 0 repositories listed
• EDEN: A Plug-in Equivariant Distance Encoding to Beyond the 1-WL Test
  19 Nov 2022 0 repositories listed
• Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information
  18 Nov 2022 0 repositories listed
• Data Dimension Reduction makes ML Algorithms efficient
  17 Nov 2022 0 repositories listed
• Self-Supervised Visual Representation Learning via Residual Momentum
  17 Nov 2022 0 repositories listed
• A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training
  16 Nov 2022 0 repositories listed
• Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images
  16 Nov 2022 0 repositories listed
• Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition
  16 Nov 2022 0 repositories listed
• A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning
  15 Nov 2022 0 repositories listed
• Adaptive Multi-Neighborhood Attention based Transformer for Graph Representation Learning
  15 Nov 2022 0 repositories listed
• Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions
  15 Nov 2022 0 repositories listed
• Neighborhood Convolutional Network: A New Paradigm of Graph Neural Networks for Node Classification
  15 Nov 2022 0 repositories listed
• Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation
  15 Nov 2022 0 repositories listed
• Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets
  14 Nov 2022 0 repositories listed
• Heterogeneous Graph Sparsification for Efficient Representation Learning
  14 Nov 2022 0 repositories listed
• A Self-Adjusting Fusion Representation Learning Model for Unaligned Text-Audio Sequences
  12 Nov 2022 0 repositories listed
• Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement
  12 Nov 2022 0 repositories listed
• Structure-Preserving 3D Garment Modeling with Neural Sewing Machines
  12 Nov 2022 0 repositories listed
• CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification
  11 Nov 2022 0 repositories listed
• Masked Contrastive Representation Learning
  11 Nov 2022 0 repositories listed
• Federated Unsupervised Visual Representation Learning via Exploiting General Content and Personal Style
  11 Nov 2022 0 repositories listed
• Few-shot Classification with Hypersphere Modeling of Prototypes
  10 Nov 2022 0 repositories listed
• Holder Recommendations using Graph Representation Learning & Link Prediction
  10 Nov 2022 0 repositories listed
• Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings
  10 Nov 2022 0 repositories listed
• Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition
  10 Nov 2022 0 repositories listed
• Graph representation learning for street networks
  9 Nov 2022 0 repositories listed
• Training self-supervised peptide sequence models on artificially chopped proteins
  9 Nov 2022 0 repositories listed
• Cross-view Graph Contrastive Representation Learning on Partially Aligned Multi-view Data
  8 Nov 2022 0 repositories listed
• Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients
  8 Nov 2022 0 repositories listed
• GENIUS: A Novel Solution for Subteam Replacement with Clustering-based Graph Neural Network
  8 Nov 2022 0 repositories listed
• Hyperbolic Graph Representation Learning: A Tutorial
  8 Nov 2022 0 repositories listed
• Application of Graph Neural Networks and graph descriptors for graph classification
  7 Nov 2022 0 repositories listed
• Complete Cross-triplet Loss in Label Space for Audio-visual Cross-modal Retrieval
  7 Nov 2022 0 repositories listed
• Contrastive Classification and Representation Learning with Probabilistic Interpretation
  7 Nov 2022 0 repositories listed
• Decentralized Complete Dictionary Learning via ℓ⁴-Norm Maximization
  7 Nov 2022 0 repositories listed
• Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments
  7 Nov 2022 0 repositories listed
• On minimal variations for unsupervised representation learning
  7 Nov 2022 0 repositories listed
• Performance and utility trade-off in interpretable sleep staging
  7 Nov 2022 0 repositories listed
• Local Manifold Augmentation for Multiview Semantic Consistency
  5 Nov 2022 0 repositories listed
• A 3D-Shape Similarity-based Contrastive Approach to Molecular Representation Learning
  3 Nov 2022 0 repositories listed
• Logographic Information Aids Learning Better Representations for Natural Language Inference
  3 Nov 2022 0 repositories listed
• Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system
  3 Nov 2022 0 repositories listed
• Fast Adaptive Federated Bilevel Optimization
  2 Nov 2022 0 repositories listed
• FUNCK: Information Funnels and Bottlenecks for Invariant Representation Learning
  2 Nov 2022 0 repositories listed
• Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds
  2 Nov 2022 0 repositories listed
• MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid
  2 Nov 2022 0 repositories listed
• On the Informativeness of Supervision Signals
  2 Nov 2022 0 repositories listed
• RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild
  2 Nov 2022 0 repositories listed
• SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory
  2 Nov 2022 0 repositories listed
• Augmentation Invariant Manifold Learning
  1 Nov 2022 0 repositories listed
• Disentangled representation learning for multilingual speaker recognition
  1 Nov 2022 0 repositories listed
• HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection
  1 Nov 2022 0 repositories listed
• Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
  1 Nov 2022 0 repositories listed
• Invariant and consistent: Unsupervised representation learning for few-shot visual recognition
  1 Nov 2022 0 repositories listed
• Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound
  1 Nov 2022 0 repositories listed
• Representation Learning for General-sum Low-rank Markov Games
  30 Oct 2022 0 repositories listed
• Application of Knowledge Distillation to Multi-task Speech Representation Learning
  29 Oct 2022 0 repositories listed
• Articulatory Representation Learning Via Joint Factor Analysis and Neural Matrix Factorization
  29 Oct 2022 0 repositories listed
• Leveraging Orbital Information and Atomic Feature in Deep Learning Model
  29 Oct 2022 0 repositories listed
• Pair DETR: Contrastive Learning Speeds Up DETR Training
  29 Oct 2022 0 repositories listed
• Spectral Representation Learning for Conditional Moment Models
  29 Oct 2022 0 repositories listed
• Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer
  28 Oct 2022 0 repositories listed
• Generalized Laplacian Positional Encoding for Graph Representation Learning
  28 Oct 2022 0 repositories listed
• Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis
  28 Oct 2022 0 repositories listed
• LegoNet: A Fast and Exact Unlearning Architecture
  28 Oct 2022 0 repositories listed
• When does mixup promote local linearity in learned representations?
  28 Oct 2022 0 repositories listed
• Disentangled and Robust Representation Learning for Bragging Classification in Social Media
  27 Oct 2022 0 repositories listed
• Federated Graph Representation Learning using Self-Supervision
  27 Oct 2022 0 repositories listed
• Implications of sparsity and high triangle density for graph representation learning
  27 Oct 2022 0 repositories listed
• Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision
  27 Oct 2022 0 repositories listed
• MAEEG: Masked Auto-encoder for EEG Representation Learning
  27 Oct 2022 0 repositories listed
• Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning
  26 Oct 2022 0 repositories listed
• Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness
  26 Oct 2022 0 repositories listed
• Efficient Utilization of Large Pre-Trained Models for Low Resource ASR
  26 Oct 2022 0 repositories listed
• End-to-End Multimodal Representation Learning for Video Dialog
  26 Oct 2022 0 repositories listed
• Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis
  26 Oct 2022 0 repositories listed
• Auxiliary task discovery through generate-and-test
  25 Oct 2022 0 repositories listed
• Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using β-VAE
  25 Oct 2022 0 repositories listed
• Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach
  25 Oct 2022 0 repositories listed
• LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering
  25 Oct 2022 0 repositories listed
• Multi-view Representation Learning from Malware to Defend Against Adversarial Variants
  25 Oct 2022 0 repositories listed
• Explaining Translationese: why are Neural Classifiers Better and what do they Learn?
  24 Oct 2022 0 repositories listed
• Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models
  24 Oct 2022 0 repositories listed
• Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees
  24 Oct 2022 0 repositories listed
• Spiking Variational Graph Auto-Encoders for Efficient Graph Representation Learning
  24 Oct 2022 0 repositories listed
• Temporally Disentangled Representation Learning
  24 Oct 2022 0 repositories listed Syntology 10 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 17 harvested samples)
• Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders
  23 Oct 2022 0 repositories listed
• Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation
  23 Oct 2022 0 repositories listed
• UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection
  23 Oct 2022 0 repositories listed
• Guided contrastive self-supervised pre-training for automatic speech recognition
  22 Oct 2022 0 repositories listed
• MILD: Multimodal Interactive Latent Dynamics for Learning Human-Robot Interaction
  22 Oct 2022 0 repositories listed
• GLCC: A General Framework for Graph-Level Clustering
  21 Oct 2022 0 repositories listed
• HCL: Improving Graph Representation with Hierarchical Contrastive Learning
  21 Oct 2022 0 repositories listed
• Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding
  21 Oct 2022 0 repositories listed
• Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection
  21 Oct 2022 0 repositories listed
• A survey on Self Supervised learning approaches for improving Multimodal representation learning
  20 Oct 2022 0 repositories listed
• Learning and Retrieval from Prior Data for Skill-based Imitation Learning
  20 Oct 2022 0 repositories listed
• Solving Reasoning Tasks with a Slot Transformer
  20 Oct 2022 0 repositories listed
• Learning Transferable Adversarial Robust Representations via Multi-view Consistency
  19 Oct 2022 0 repositories listed
• Graph sampling for node embedding
  19 Oct 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.