Browse State-of-the-Art › Representation Learning › Papers, page 94

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 94 of 106: papers 9,301 to 9,400 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.

• Learning Goals from Failure
  28 Jun 2020 0 repositories listed
• Unsupervised Deep Representation Learning and Few-Shot Classification of PolSAR Images
  27 Jun 2020 0 repositories listed
• Hop Sampling: A Simple Regularized Graph Learning for Non-Stationary Environments
  26 Jun 2020 0 repositories listed
• A New Modal Autoencoder for Functionally Independent Feature Extraction
  25 Jun 2020 0 repositories listed
• Unsupervised Video Decomposition using Spatio-temporal Iterative Inference
  25 Jun 2020 0 repositories listed
• Control-Aware Representations for Model-based Reinforcement Learning
  24 Jun 2020 0 repositories listed
• Lattice Representation Learning
  24 Jun 2020 0 repositories listed
• Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules
  24 Jun 2020 0 repositories listed
• Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation
  23 Jun 2020 0 repositories listed
• Self-supervised Video Object Segmentation
  22 Jun 2020 0 repositories listed
• Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators
  20 Jun 2020 0 repositories listed
• Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
  20 Jun 2020 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• On the Theory of Transfer Learning: The Importance of Task Diversity
  20 Jun 2020 0 repositories listed
• Graph Pooling with Node Proximity for Hierarchical Representation Learning
  19 Jun 2020 0 repositories listed
• Unified Representation Learning for Efficient Medical Image Analysis
  19 Jun 2020 0 repositories listed
• FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs
  18 Jun 2020 0 repositories listed
• OMBA: User-Guided Product Representations for Online Market Basket Analysis
  18 Jun 2020 0 repositories listed
• Quantifying Challenges in the Application of Graph Representation Learning
  18 Jun 2020 0 repositories listed
• Robust Unsupervised Learning of Temporal Dynamic Interactions
  18 Jun 2020 0 repositories listed
• Self-Supervised Representation Learning for Visual Anomaly Detection
  17 Jun 2020 0 repositories listed
• Go with the Flow: Adaptive Control for Neural ODEs
  16 Jun 2020 0 repositories listed
• Learning Smooth and Fair Representations
  15 Jun 2020 0 repositories listed
• Robust Locality-Aware Regression for Labeled Data Classification
  15 Jun 2020 0 repositories listed
• Self-supervised Learning: Generative or Contrastive
  15 Jun 2020 0 repositories listed
• Adversarial representation learning for synthetic replacement of private attributes
  14 Jun 2020 0 repositories listed
• Multi-view Low-rank Preserving Embedding: A Novel Method for Multi-view Representation
  14 Jun 2020 0 repositories listed
• Structure by Architecture: Structured Representations without Regularization
  14 Jun 2020 0 repositories listed
• Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search
  13 Jun 2020 0 repositories listed
• Disentangled Representation Learning and Generation with Manifold Optimization
  12 Jun 2020 0 repositories listed
• An Improved Semi-Supervised VAE for Learning Disentangled Representations
  12 Jun 2020 0 repositories listed
• Longitudinal Self-Supervised Learning
  12 Jun 2020 0 repositories listed
• G5: A Universal GRAPH-BERT for Graph-to-Graph Transfer and Apocalypse Learning
  11 Jun 2020 0 repositories listed
• ROOTS: Object-Centric Representation and Rendering of 3D Scenes
  11 Jun 2020 0 repositories listed
• Pairwise Supervision Can Provably Elicit a Decision Boundary
  11 Jun 2020 0 repositories listed
• Input-independent Attention Weights Are Expressive Enough: A Study of Attention in Self-supervised Audio Transformers
  9 Jun 2020 0 repositories listed
• Neural Physicist: Learning Physical Dynamics from Image Sequences
  9 Jun 2020 0 repositories listed
• Privacy Adversarial Network: Representation Learning for Mobile Data Privacy
  8 Jun 2020 0 repositories listed
• tvGP-VAE: Tensor-variate Gaussian Process Prior Variational Autoencoder
  8 Jun 2020 0 repositories listed
• Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization
  8 Jun 2020 0 repositories listed
• CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning
  4 Jun 2020 0 repositories listed
• Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning
  4 Jun 2020 0 repositories listed
• MHVAE: a Human-Inspired Deep Hierarchical Generative Model for Multimodal Representation Learning
  4 Jun 2020 0 repositories listed
• A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning
  3 Jun 2020 0 repositories listed
• Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm
  3 Jun 2020 0 repositories listed
• The Value-Improvement Path: Towards Better Representations for Reinforcement Learning
  3 Jun 2020 0 repositories listed
• Decoupled Representation Learning for Skeleton-Based Gesture Recognition
  1 Jun 2020 0 repositories listed
• Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features
  1 Jun 2020 0 repositories listed
• Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition
  1 Jun 2020 0 repositories listed
• High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder
  1 Jun 2020 0 repositories listed
• Improving Disentangled Text Representation Learning with Information-Theoretic Guidance
  1 Jun 2020 0 repositories listed
• Large Scale Video Representation Learning via Relational Graph Clustering
  1 Jun 2020 0 repositories listed
• RankMI: A Mutual Information Maximizing Ranking Loss
  1 Jun 2020 0 repositories listed
• TESA: Tensor Element Self-Attention via Matricization
  1 Jun 2020 0 repositories listed
• Transformation GAN for Unsupervised Image Synthesis and Representation Learning
  1 Jun 2020 0 repositories listed
• Webly Supervised Knowledge Embedding Model for Visual Reasoning
  1 Jun 2020 0 repositories listed
• Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos
  31 May 2020 0 repositories listed
• Pseudo-Representation Labeling Semi-Supervised Learning
  31 May 2020 0 repositories listed
• Hyperbolic Manifold Regression
  28 May 2020 0 repositories listed
• On Mutual Information in Contrastive Learning for Visual Representations
  27 May 2020 0 repositories listed
• Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition
  25 May 2020 0 repositories listed
• Adversarial Attack on Hierarchical Graph Pooling Neural Networks
  23 May 2020 0 repositories listed
• Studying Product Competition Using Representation Learning
  21 May 2020 0 repositories listed
• Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems
  20 May 2020 0 repositories listed
• Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text
  19 May 2020 0 repositories listed
• A Simple Imitation Learning Method via Contrastive Regularization
  16 May 2020 0 repositories listed
• Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data
  14 May 2020 0 repositories listed
• Action Image Representation: Learning Scalable Deep Grasping Policies with Zero Real World Data
  13 May 2020 0 repositories listed
• Progressive growing of self-organized hierarchical representations for exploration
  13 May 2020 0 repositories listed
• Interpretable Deep Representation Learning from Temporal Multi-view Data
  11 May 2020 0 repositories listed
• Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing
  11 May 2020 0 repositories listed
• A Graph Feature Auto-Encoder for the Prediction of Unobserved Node Features on Biological Networks
  8 May 2020 0 repositories listed
• Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Multi-View Representation Learning
  6 May 2020 0 repositories listed
• Incremental Few-Shot Object Detection for Robotics
  6 May 2020 0 repositories listed
• Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?
  4 May 2020 0 repositories listed
• VisualEchoes: Spatial Image Representation Learning through Echolocation
  4 May 2020 0 repositories listed
• An Ensemble Deep Learning-based Cyber-Attack Detection in Industrial Control System
  2 May 2020 0 repositories listed
• Disentangling Factors of Variations Using Few Labels
  1 May 2020 0 repositories listed
• Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning
  1 May 2020 0 repositories listed
• Inductive and Unsupervised Representation Learning on Graph Structured Objects
  1 May 2020 0 repositories listed
• On The Performance of Time-Pooling Strategies for End-to-End Spoken Language Identification
  1 May 2020 0 repositories listed
• Probing Contextual Language Models for Common Ground with Visual Representations
  1 May 2020 0 repositories listed
• Representation Learning for Unseen Words by Bridging Subwords to Semantic Networks
  1 May 2020 0 repositories listed
• V4D: 4D Convolutional Neural Networks for Video-level Representation Learning
  1 May 2020 0 repositories listed
• Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning
  30 Apr 2020 0 repositories listed
• DIABLO: Dictionary-based Attention Block for Deep Metric Learning
  30 Apr 2020 0 repositories listed
• Does Data Augmentation Improve Generalization in NLP?
  30 Apr 2020 0 repositories listed
• Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning
  29 Apr 2020 0 repositories listed
• Heterogeneous Representation Learning: A Review
  28 Apr 2020 0 repositories listed
• Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models
  27 Apr 2020 0 repositories listed
• AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching
  26 Apr 2020 0 repositories listed
• Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space
  25 Apr 2020 0 repositories listed
• Improve Variational Autoencoder for Text Generationwith Discrete Latent Bottleneck
  22 Apr 2020 0 repositories listed
• Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation
  22 Apr 2020 0 repositories listed
• Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation
  22 Apr 2020 0 repositories listed
• Experience Grounds Language
  21 Apr 2020 0 repositories listed
• Shape-Oriented Convolution Neural Network for Point Cloud Analysis
  20 Apr 2020 0 repositories listed
• Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction
  18 Apr 2020 0 repositories listed
• Self-Supervised Representation Learning on Document Images
  18 Apr 2020 0 repositories listed
• Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings
  17 Apr 2020 0 repositories listed
• Representation Learning of Histopathology Images using Graph Neural Networks
  16 Apr 2020 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.