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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 86 of 106: papers 8,501 to 8,600 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.

• Exploring Set Similarity for Dense Self-supervised Representation Learning
  19 Jul 2021 0 repositories listed
• Playful Interactions for Representation Learning
  19 Jul 2021 0 repositories listed
• Reasoning-Modulated Representations
  19 Jul 2021 0 repositories listed
• Wave-Informed Matrix Factorization with Global Optimality Guarantees
  19 Jul 2021 0 repositories listed
• Generative Pretraining for Paraphrase Evaluation
  17 Jul 2021 0 repositories listed
• All the attention you need: Global-local, spatial-channel attention for image retrieval
  16 Jul 2021 0 repositories listed
• Contrastive Predictive Coding for Anomaly Detection
  16 Jul 2021 0 repositories listed
• Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study
  16 Jul 2021 0 repositories listed
• Visual Adversarial Imitation Learning using Variational Models
  16 Jul 2021 0 repositories listed
• Neural Representation Learning for Scribal Hands of Linear B
  14 Jul 2021 0 repositories listed
• Towards Unsupervised Domain Generalization
  13 Jul 2021 0 repositories listed
• Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage
  13 Jul 2021 0 repositories listed
• Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training
  12 Jul 2021 0 repositories listed
• MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal
  12 Jul 2021 0 repositories listed
• The Role of Pretrained Representations for the OOD Generalization of Reinforcement Learning Agents
  12 Jul 2021 0 repositories listed
• Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation
  10 Jul 2021 0 repositories listed
• Autoencoder-driven Spiral Representation Learning for Gravitational Wave Surrogate Modelling
  9 Jul 2021 0 repositories listed
• InfoVAEGAN : learning joint interpretable representations by information maximization and maximum likelihood
  9 Jul 2021 0 repositories listed
• Representation Learning to Classify and Detect Adversarial Attacks against Speaker and Speech Recognition Systems
  9 Jul 2021 0 repositories listed
• Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets
  9 Jul 2021 0 repositories listed
• Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil
  8 Jul 2021 0 repositories listed
• Video 3D Sampling for Self-supervised Representation Learning
  8 Jul 2021 0 repositories listed
• Tensor Methods in Computer Vision and Deep Learning
  7 Jul 2021 0 repositories listed
• A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio
  6 Jul 2021 0 repositories listed
• HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation
  6 Jul 2021 0 repositories listed
• Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification
  6 Jul 2021 0 repositories listed
• Multi-Level Graph Contrastive Learning
  6 Jul 2021 0 repositories listed
• Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering
  6 Jul 2021 0 repositories listed
• Semi-TCL: Semi-Supervised Track Contrastive Representation Learning
  6 Jul 2021 0 repositories listed
• NOTE: Solution for KDD-CUP 2021 WikiKG90M-LSC
  5 Jul 2021 0 repositories listed
• Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning
  5 Jul 2021 0 repositories listed
• Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics
  4 Jul 2021 0 repositories listed
• Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces
  4 Jul 2021 0 repositories listed
• Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective
  3 Jul 2021 0 repositories listed
• Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks
  2 Jul 2021 0 repositories listed
• A Survey on Graph-Based Deep Learning for Computational Histopathology
  1 Jul 2021 0 repositories listed
• Blind Image Super-Resolution via Contrastive Representation Learning
  1 Jul 2021 0 repositories listed
• Deep auxiliary learning for visual localization using colorization task
  1 Jul 2021 0 repositories listed
• Embedding-based Recommender System for Job to Candidate Matching on Scale
  1 Jul 2021 0 repositories listed
• Multi-modal Graph Learning for Disease Prediction
  1 Jul 2021 0 repositories listed
• Contrastive Semantic Similarity Learning for Image Captioning Evaluation with Intrinsic Auto-encoder
  29 Jun 2021 0 repositories listed
• Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning
  29 Jun 2021 0 repositories listed
• Open-Set Representation Learning through Combinatorial Embedding
  29 Jun 2021 0 repositories listed
• A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning
  28 Jun 2021 0 repositories listed
• Improving Prediction of Low-Prior Clinical Events with Simultaneous General Patient-State Representation Learning
  28 Jun 2021 0 repositories listed
• Understanding Dynamics of Nonlinear Representation Learning and Its Application
  28 Jun 2021 0 repositories listed
• Intrinsically Motivated Self-supervised Learning in Reinforcement Learning
  26 Jun 2021 0 repositories listed
• Decomposed Mutual Information Estimation for Contrastive Representation Learning
  25 Jun 2021 0 repositories listed
• iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability
  25 Jun 2021 0 repositories listed
• Privileged Zero-Shot AutoML
  25 Jun 2021 0 repositories listed
• Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks
  24 Jun 2021 0 repositories listed
• Winner Team Mia at TextVQA Challenge 2021: Vision-and-Language Representation Learning with Pre-trained Sequence-to-Sequence Model
  24 Jun 2021 0 repositories listed
• Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences
  23 Jun 2021 0 repositories listed
• Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis
  23 Jun 2021 0 repositories listed
• Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL
  22 Jun 2021 0 repositories listed
• BiAdam: Fast Adaptive Bilevel Optimization Methods
  21 Jun 2021 0 repositories listed
• Self-Supervised Tracking via Target-Aware Data Synthesis
  21 Jun 2021 0 repositories listed
• TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning
  21 Jun 2021 0 repositories listed
• Discrimination-Aware Mechanism for Fine-Grained Representation Learning
  19 Jun 2021 0 repositories listed
• Learning Progressive Point Embeddings for 3D Point Cloud Generation
  19 Jun 2021 0 repositories listed
• Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models
  19 Jun 2021 0 repositories listed
• Spatial Assembly Networks for Image Representation Learning
  19 Jun 2021 0 repositories listed
• Graph Context Encoder: Graph Feature Inpainting for Graph Generation and Self-supervised Pretraining
  18 Jun 2021 0 repositories listed
• Investigating the Role of Negatives in Contrastive Representation Learning
  18 Jun 2021 0 repositories listed
• Message Passing in Graph Convolution Networks via Adaptive Filter Banks
  18 Jun 2021 0 repositories listed
• Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images
  18 Jun 2021 0 repositories listed
• The Principles of Deep Learning Theory
  18 Jun 2021 0 repositories listed
• Pseudo-Euclidean Attract-Repel Embeddings for Undirected Graphs
  17 Jun 2021 0 repositories listed
• Towards bio-inspired unsupervised representation learning for indoor aerial navigation
  17 Jun 2021 0 repositories listed
• Costs and Benefits of Fair Regression
  16 Jun 2021 0 repositories listed
• Directed Graph Embeddings in Pseudo-Riemannian Manifolds
  16 Jun 2021 0 repositories listed
• Evolving Image Compositions for Feature Representation Learning
  16 Jun 2021 0 repositories listed
• Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows
  16 Jun 2021 0 repositories listed
• Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks
  15 Jun 2021 0 repositories listed
• On the Power of Multitask Representation Learning in Linear MDP
  15 Jun 2021 0 repositories listed
• FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications
  14 Jun 2021 0 repositories listed
• Incorporating Domain Knowledge into Health Recommender Systems using Hyperbolic Embeddings
  14 Jun 2021 0 repositories listed
• Node Classification Meets Link Prediction on Knowledge Graphs
  14 Jun 2021 0 repositories listed
• Speech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-encoders
  14 Jun 2021 0 repositories listed
• Which Mutual-Information Representation Learning Objectives are Sufficient for Control?
  14 Jun 2021 0 repositories listed
• Cross-Modal Attention Consistency for Video-Audio Unsupervised Learning
  13 Jun 2021 0 repositories listed
• Density-Based Bonuses on Learned Representations for Reward-Free Exploration in Deep Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Exploration-Driven Representation Learning in Reinforcement Learning
  13 Jun 2021 0 repositories listed
• InfoBehavior: Self-supervised Representation Learning for Ultra-long Behavior Sequence via Hierarchical Grouping
  13 Jun 2021 0 repositories listed
• Learning Task-Relevant Representations with Selective Contrast for Reinforcement Learning in a Real-World Application
  13 Jun 2021 0 repositories listed
• Representation Learning for Out-of-distribution Generalization in Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation
  12 Jun 2021 0 repositories listed
• Provable Adaptation across Multiway Domains via Representation Learning
  12 Jun 2021 0 repositories listed
• ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction
  11 Jun 2021 0 repositories listed
• Robust Representation Learning via Perceptual Similarity Metrics
  11 Jun 2021 0 repositories listed
• Cross-Modal Discrete Representation Learning
  10 Jun 2021 0 repositories listed
• GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures
  10 Jun 2021 0 repositories listed
• PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
  10 Jun 2021 0 repositories listed
• DGA-Net Dynamic Gaussian Attention Network for Sentence Semantic Matching
  9 Jun 2021 0 repositories listed
• Fairness-Aware Node Representation Learning
  9 Jun 2021 0 repositories listed
• Contrastive Representation Learning for Hand Shape Estimation
  8 Jun 2021 0 repositories listed
• A Computational Model of Representation Learning in the Brain Cortex, Integrating Unsupervised and Reinforcement Learning
  7 Jun 2021 0 repositories listed
• LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models
  7 Jun 2021 0 repositories listed
• Shifting Transformation Learning for Out-of-Distribution Detection
  7 Jun 2021 0 repositories listed
• Self-Supervised Graph Learning with Proximity-based Views and Channel Contrast
  7 Jun 2021 0 repositories listed