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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 100 of 106: papers 9,901 to 10,000 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.

• Attribute Acquisition in Ontology based on Representation Learning of Hierarchical Classes and Attributes
  8 Mar 2019 0 repositories listed
• Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning
  8 Mar 2019 0 repositories listed
• Learning Feature Relevance Through Step Size Adaptation in Temporal-Difference Learning
  8 Mar 2019 0 repositories listed
• Multi-Hot Compact Network Embedding
  7 Mar 2019 0 repositories listed
• Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention
  7 Mar 2019 0 repositories listed
• Efficient Contextual Representation Learning With Continuous Outputs
  1 Mar 2019 0 repositories listed
• Efficient Contextual Representation Learning Without Softmax Layer
  28 Feb 2019 0 repositories listed
• End-to-End Efficient Representation Learning via Cascading Combinatorial Optimization
  28 Feb 2019 0 repositories listed
• Representation Learning for Recommender Systems with Application to the Scientific Literature
  28 Feb 2019 0 repositories listed
• Functional Transparency for Structured Data: a Game-Theoretic Approach
  26 Feb 2019 0 repositories listed
• A Theoretical Analysis of Contrastive Unsupervised Representation Learning
  25 Feb 2019 0 repositories listed
• S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay
  25 Feb 2019 0 repositories listed
• Short-term Road Traffic Prediction based on Deep Cluster at Large-scale Networks
  25 Feb 2019 0 repositories listed
• Deep Learning Approach on Information Diffusion in Heterogeneous Networks
  23 Feb 2019 0 repositories listed
• Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications
  23 Feb 2019 0 repositories listed
• Deep Learning in Cardiology
  22 Feb 2019 0 repositories listed
• Deep Discriminative Representation Learning with Attention Map for Scene Classification
  21 Feb 2019 0 repositories listed
• Fast and Exact Nearest Neighbor Search in Hamming Space on Full-Text Search Engines
  20 Feb 2019 0 repositories listed
• 2D LiDAR Map Prediction via Estimating Motion Flow with GRU
  19 Feb 2019 0 repositories listed
• Geometry of Deep Generative Models for Disentangled Representations
  19 Feb 2019 0 repositories listed
• Variational Quantum Circuit Model for Knowledge Graphs Embedding
  19 Feb 2019 0 repositories listed
• Learning Compositional Representations of Interacting Systems with Restricted Boltzmann Machines: Comparative Study of Lattice Proteins
  18 Feb 2019 0 repositories listed
• Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks
  17 Feb 2019 0 repositories listed
• Error Analysis on Graph Laplacian Regularized Estimator
  11 Feb 2019 0 repositories listed
• Invariant-equivariant representation learning for multi-class data
  8 Feb 2019 0 repositories listed
• Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis
  7 Feb 2019 0 repositories listed
• Bayesian semi-supervised learning for uncertainty-calibrated prediction of molecular properties and active learning
  3 Feb 2019 0 repositories listed
• A Geometric Perspective on Optimal Representations for Reinforcement Learning
  31 Jan 2019 0 repositories listed
• Representation Transfer for Differentially Private Drug Sensitivity Prediction
  29 Jan 2019 0 repositories listed
• Hierarchically Clustered Representation Learning
  28 Jan 2019 0 repositories listed
• Computer Vision and Metrics Learning for Hypothesis Testing: An Application of Q-Q Plot for Normality Test
  23 Jan 2019 0 repositories listed
• DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets
  21 Jan 2019 0 repositories listed
• Learning sound representations using trainable COPE feature extractors
  21 Jan 2019 0 repositories listed
• Deep Representation Learning Characterized by Inter-class Separation for Image Clustering
  19 Jan 2019 0 repositories listed
• Representation Learning on Graphs: A Reinforcement Learning Application
  16 Jan 2019 0 repositories listed
• Large-scale Collaborative Filtering with Product Embeddings
  11 Jan 2019 0 repositories listed
• Preventing Posterior Collapse with delta-VAEs
  10 Jan 2019 0 repositories listed
• Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals
  9 Jan 2019 0 repositories listed
• Transfer Representation Learning with TSK Fuzzy System
  9 Jan 2019 0 repositories listed
• MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders
  6 Jan 2019 0 repositories listed
• Bilinear Supervised Hashing Based on 2D Image Features
  5 Jan 2019 0 repositories listed
• Volumetric Convolution: Automatic Representation Learning in Unit Ball
  3 Jan 2019 0 repositories listed
• Morphological Network: How Far Can We Go with Morphological Neurons?
  1 Jan 2019 0 repositories listed
• Learning Spatial Common Sense with Geometry-Aware Recurrent Networks
  31 Dec 2018 0 repositories listed
• State representation learning with recurrent capsule networks
  28 Dec 2018 0 repositories listed
• Topological Constraints on Homeomorphic Auto-Encoding
  27 Dec 2018 0 repositories listed
• Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization
  26 Dec 2018 0 repositories listed
• Deep Representation Learning for Clustering of Health Tweets
  25 Dec 2018 0 repositories listed
• TransNFCM: Translation-Based Neural Fashion Compatibility Modeling
  25 Dec 2018 0 repositories listed
• Learning finite-dimensional coding schemes with nonlinear reconstruction maps
  23 Dec 2018 0 repositories listed
• COSINE: Compressive Network Embedding on Large-scale Information Networks
  21 Dec 2018 0 repositories listed
• Learning Representations from Dendrograms
  21 Dec 2018 0 repositories listed
• RNNs Implicitly Implement Tensor Product Representations
  20 Dec 2018 0 repositories listed
• CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients
  19 Dec 2018 0 repositories listed
• Machine Learning for Molecular Dynamics on Long Timescales
  18 Dec 2018 0 repositories listed
• Representation Learning for Spatial Graphs
  17 Dec 2018 0 repositories listed
• Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders
  17 Dec 2018 0 repositories listed
• Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention
  17 Dec 2018 0 repositories listed
• Variational Autoencoders Pursue PCA Directions (by Accident)
  17 Dec 2018 0 repositories listed
• Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding
  13 Dec 2018 0 repositories listed
• Omni-directional Feature Learning for Person Re-identification
  13 Dec 2018 0 repositories listed
• An efficient supervised dictionary learning method for audio signal recognition
  12 Dec 2018 0 repositories listed
• Recent Advances in Autoencoder-Based Representation Learning
  12 Dec 2018 0 repositories listed
• Transfer Learning using Representation Learning in Massive Open Online Courses
  12 Dec 2018 0 repositories listed
• Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
  10 Dec 2018 0 repositories listed
• Facial Landmark Machines: A Backbone-Branches Architecture with Progressive Representation Learning
  10 Dec 2018 0 repositories listed
• Measuring and Characterizing Generalization in Deep Reinforcement Learning
  7 Dec 2018 0 repositories listed
• dynnode2vec: Scalable Dynamic Network Embedding
  6 Dec 2018 0 repositories listed
• Learning Dynamic Embeddings from Temporal Interactions
  6 Dec 2018 0 repositories listed
• Rare Event Detection using Disentangled Representation Learning
  4 Dec 2018 0 repositories listed
• Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture
  3 Dec 2018 0 repositories listed
• Improving Clinical Predictions through Unsupervised Time Series Representation Learning
  2 Dec 2018 0 repositories listed
• A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions
  1 Dec 2018 0 repositories listed
• A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery
  1 Dec 2018 0 repositories listed
• Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems
  1 Dec 2018 0 repositories listed
• Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability
  1 Dec 2018 0 repositories listed
• Trading robust representations for sample complexity through self-supervised visual experience
  1 Dec 2018 0 repositories listed
• Flexible Attributed Network Embedding
  27 Nov 2018 0 repositories listed
• Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
  27 Nov 2018 0 repositories listed
• Learning State Representations in Complex Systems with Multimodal Data
  27 Nov 2018 0 repositories listed
• A Differential Topological View of Challenges in Learning with Feedforward Neural Networks
  26 Nov 2018 0 repositories listed
• Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning
  26 Nov 2018 0 repositories listed
• Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles
  24 Nov 2018 0 repositories listed
• Adversarial Classifier for Imbalanced Problems
  21 Nov 2018 0 repositories listed
• Learning from Multiview Correlations in Open-Domain Videos
  21 Nov 2018 0 repositories listed
• Unsupervised Multimodal Representation Learning across Medical Images and Reports
  21 Nov 2018 0 repositories listed
• Representation Learning of Pedestrian Trajectories Using Actor-Critic Sequence-to-Sequence Autoencoder
  20 Nov 2018 0 repositories listed
• Re-Identification with Consistent Attentive Siamese Networks
  19 Nov 2018 0 repositories listed
• Discriminative Graph Autoencoder
  17 Nov 2018 0 repositories listed
• Neural Predictive Belief Representations
  15 Nov 2018 0 repositories listed
• SGR: Self-Supervised Spectral Graph Representation Learning
  15 Nov 2018 0 repositories listed
• Adversarial Unsupervised Representation Learning for Activity Time-Series
  14 Nov 2018 0 repositories listed
• Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection
  14 Nov 2018 0 repositories listed
• Co-Representation Learning For Classification and Novel Class Detection via Deep Networks
  13 Nov 2018 0 repositories listed
• Embedding Electronic Health Records for Clinical Information Retrieval
  13 Nov 2018 0 repositories listed
• Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations
  12 Nov 2018 0 repositories listed
• Learning Representations of Missing Data for Predicting Patient Outcomes
  12 Nov 2018 0 repositories listed
• Semi-supervised Deep Representation Learning for Multi-View Problems
  11 Nov 2018 0 repositories listed
• Towards Governing Agent's Efficacy: Action-Conditional β-VAE for Deep Transparent Reinforcement Learning
  11 Nov 2018 0 repositories listed
• Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision
  9 Nov 2018 0 repositories listed