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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 92 of 106: papers 9,101 to 9,200 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.

• Tensor-based Intrinsic Subspace Representation Learning for Multi-view Clustering
  19 Oct 2020 0 repositories listed
• Federated Unsupervised Representation Learning
  18 Oct 2020 0 repositories listed
• Meta-path Free Semi-supervised Learning for Heterogeneous Networks
  18 Oct 2020 0 repositories listed
• Variational Capsule Encoder
  18 Oct 2020 0 repositories listed
• Cross-Lingual Relation Extraction with Transformers
  16 Oct 2020 0 repositories listed
• Distributed Representations of Entities in Open-World Knowledge Graphs
  16 Oct 2020 0 repositories listed
• Fully Unsupervised Person Re-identification viaSelective Contrastive Learning
  15 Oct 2020 0 repositories listed
• InstantEmbedding: Efficient Local Node Representations
  14 Oct 2020 0 repositories listed
• Self-Supervised Ranking for Representation Learning
  14 Oct 2020 0 repositories listed
• TriNE: Network Representation Learning for Tripartite Heterogeneous Networks
  14 Oct 2020 0 repositories listed
• Corruption Is Not All Bad: Incorporating Discourse Structure into Pre-training via Corruption for Essay Scoring
  13 Oct 2020 0 repositories listed
• Impact of Representation Learning in Linear Bandits
  13 Oct 2020 0 repositories listed
• Graph Regularized Nonnegative Tensor Ring Decomposition for Multiway Representation Learning
  12 Oct 2020 0 repositories listed
• Multivariate Time Series Classification with Hierarchical Variational Graph Pooling
  12 Oct 2020 0 repositories listed
• Contrastive Rendering for Ultrasound Image Segmentation
  10 Oct 2020 0 repositories listed
• Contrastive Representation Learning: A Framework and Review
  10 Oct 2020 0 repositories listed
• On the Importance of Looking at the Manifold
  10 Oct 2020 0 repositories listed
• A Cross-Level Information Transmission Network for Predicting Phenotype from New Genotype: Application to Cancer Precision Medicine
  9 Oct 2020 0 repositories listed
• Disentangled Face Representations in Deep Generative Models and the Human Brain
  9 Oct 2020 0 repositories listed
• HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs
  9 Oct 2020 0 repositories listed
• A Self-supervised Approach for Semantic Indexing in the Context of COVID-19 Pandemic
  7 Oct 2020 0 repositories listed
• FairMixRep : Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints
  7 Oct 2020 0 repositories listed
• Learning disentangled representations with the Wasserstein Autoencoder
  7 Oct 2020 0 repositories listed
• Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud
  7 Oct 2020 0 repositories listed
• Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review
  6 Oct 2020 0 repositories listed
• Representation learning from videos in-the-wild: An object-centric approach
  6 Oct 2020 0 repositories listed
• Support-set bottlenecks for video-text representation learning
  6 Oct 2020 0 repositories listed
• A Simple Framework for Uncertainty in Contrastive Learning
  5 Oct 2020 0 repositories listed
• CO2: Consistent Contrast for Unsupervised Visual Representation Learning
  5 Oct 2020 0 repositories listed
• TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series
  4 Oct 2020 0 repositories listed
• Consensus Clustering With Unsupervised Representation Learning
  3 Oct 2020 0 repositories listed
• Deep Convolutional Transform Learning -- Extended version
  2 Oct 2020 0 repositories listed
• Overcoming Data Sparsity in Group Recommendation
  2 Oct 2020 0 repositories listed
• Which *BERT? A Survey Organizing Contextualized Encoders
  2 Oct 2020 0 repositories listed
• BUTTER: A Representation Learning Framework for Bi-directional Music-Sentence Retrieval and Generation
  1 Oct 2020 0 repositories listed
• Recognition Method of Important Words in Korean Text based on Reinforcement Learning
  1 Oct 2020 0 repositories listed
• NodeSig: Binary Node Embeddings via Random Walk Diffusion
  1 Oct 2020 0 repositories listed
• Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes
  30 Sep 2020 0 repositories listed
• S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency
  30 Sep 2020 0 repositories listed
• Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning
  30 Sep 2020 0 repositories listed
• Training general representations for remote sensing using in-domain knowledge
  30 Sep 2020 0 repositories listed
• CoKe: Localized Contrastive Learning for Robust Keypoint Detection
  29 Sep 2020 0 repositories listed
• EEMC: Embedding Enhanced Multi-tag Classification
  29 Sep 2020 0 repositories listed
• Geometric Disentanglement by Random Convex Polytopes
  29 Sep 2020 0 repositories listed
• Selective Cascade of Residual ExtraTrees
  29 Sep 2020 0 repositories listed
• Stock2Vec: A Hybrid Deep Learning Framework for Stock Market Prediction with Representation Learning and Temporal Convolutional Network
  29 Sep 2020 0 repositories listed
• Cross-Task Representation Learning for Anatomical Landmark Detection
  28 Sep 2020 0 repositories listed
• Deep Clustering and Representation Learning that Preserves Geometric Structures
  28 Sep 2020 0 repositories listed
• Factorized linear discriminant analysis for phenotype-guided representation learning of neuronal gene expression data
  28 Sep 2020 0 repositories listed
• Learning Online Data Association
  28 Sep 2020 0 repositories listed
• Mixture Representation Learning with Coupled Autoencoding Agents
  28 Sep 2020 0 repositories listed
• Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders
  28 Sep 2020 0 repositories listed
• What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator
  28 Sep 2020 0 repositories listed
• Multi-timescale Representation Learning in LSTM Language Models
  27 Sep 2020 0 repositories listed
• Unsupervised Pre-training for Biomedical Question Answering
  27 Sep 2020 0 repositories listed
• VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection
  27 Sep 2020 0 repositories listed
• Piece-wise Matching Layer in Representation Learning for ECG Classification
  26 Sep 2020 0 repositories listed
• AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding
  25 Sep 2020 0 repositories listed
• Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks
  25 Sep 2020 0 repositories listed
• Learning Representations of Hierarchical Slates in Collaborative Filtering
  25 Sep 2020 0 repositories listed
• HiCOMEX: Facial Action Unit Recognition Based on Hierarchy Intensity Distribution and COMEX Relation Learning
  23 Sep 2020 0 repositories listed
• Towards a Flexible Embedding Learning Framework
  23 Sep 2020 0 repositories listed
• Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation
  23 Sep 2020 0 repositories listed
• div2vec: Diversity-Emphasized Node Embedding
  21 Sep 2020 0 repositories listed
• Improving Robustness and Generality of NLP Models Using Disentangled Representations
  21 Sep 2020 0 repositories listed
• Chemical Property Prediction Under Experimental Biases
  18 Sep 2020 0 repositories listed
• Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders
  18 Sep 2020 0 repositories listed
• Layer-stacked Attention for Heterogeneous Network Embedding
  17 Sep 2020 0 repositories listed
• Learning to Identify Physical Parameters from Video Using Differentiable Physics
  17 Sep 2020 0 repositories listed
• Self-supervised pre-training and contrastive representation learning for multiple-choice video QA
  17 Sep 2020 0 repositories listed
• Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning
  16 Sep 2020 0 repositories listed
• DynamicVAE: Decoupling Reconstruction Error and Disentangled Representation Learning
  15 Sep 2020 0 repositories listed
• Matching in Selective and Balanced Representation Space for Treatment Effects Estimation
  15 Sep 2020 0 repositories listed
• Polyp-artifact relationship analysis using graph inductive learned representations
  15 Sep 2020 0 repositories listed
• Adaptive Text Recognition through Visual Matching
  14 Sep 2020 0 repositories listed
• Collaborative Attention Mechanism for Multi-View Action Recognition
  14 Sep 2020 0 repositories listed
• Accelerating Graph Sampling for Graph Machine Learning using GPUs
  14 Sep 2020 0 repositories listed
• An unsupervised deep learning framework via integrated optimization of representation learning and GMM-based modeling
  11 Sep 2020 0 repositories listed
• SA-Net: A deep spectral analysis network for image clustering
  11 Sep 2020 0 repositories listed
• Spectral Analysis Network for Deep Representation Learning and Image Clustering
  11 Sep 2020 0 repositories listed
• Learning Behavioral Representations of Human Mobility
  10 Sep 2020 0 repositories listed
• Learning Universal Representations from Word to Sentence
  10 Sep 2020 0 repositories listed
• Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior
  8 Sep 2020 0 repositories listed
• Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction
  6 Sep 2020 0 repositories listed
• Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks
  6 Sep 2020 0 repositories listed
• Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation
  6 Sep 2020 0 repositories listed
• CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning
  3 Sep 2020 0 repositories listed
• Fine-grained Early Frequency Attention for Deep Speaker Representation Learning
  3 Sep 2020 0 repositories listed
• Speaker Representation Learning using Global Context Guided Channel and Time-Frequency Transformations
  2 Sep 2020 0 repositories listed
• Improved Bilevel Model: Fast and Optimal Algorithm with Theoretical Guarantee
  1 Sep 2020 0 repositories listed
• Stochastic Graph Recurrent Neural Network
  1 Sep 2020 0 repositories listed
• Temporal Continuity Based Unsupervised Learning for Person Re-Identification
  1 Sep 2020 0 repositories listed
• CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis
  28 Aug 2020 0 repositories listed
• A Joint Network Optimization Framework to Predict Clinical Severity from Resting State Functional MRI Data
  27 Aug 2020 0 repositories listed
• Length- and Noise-aware Training Techniques for Short-utterance Speaker Recognition
  27 Aug 2020 0 repositories listed
• OFFER: A Motif Dimensional Framework for Network Representation Learning
  27 Aug 2020 0 repositories listed
• Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
  26 Aug 2020 0 repositories listed
• Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art
  26 Aug 2020 0 repositories listed
• Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology
  26 Aug 2020 0 repositories listed
• Conceptualized Representation Learning for Chinese Biomedical Text Mining
  25 Aug 2020 0 repositories listed