Browse State-of-the-Art › Representation Learning › Papers, page 63

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 63 of 106: papers 6,201 to 6,300 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.

• Position Paper on Materials Design -- A Modern Approach
  18 Dec 2023 0 repositories listed
• Robust Node Representation Learning via Graph Variational Diffusion Networks
  18 Dec 2023 0 repositories listed
• CEIR: Concept-based Explainable Image Representation Learning
  17 Dec 2023 0 repositories listed
• DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations
  17 Dec 2023 0 repositories listed
• DER-GCN: Dialogue and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialogue Emotion Recognition
  17 Dec 2023 0 repositories listed
• FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion
  17 Dec 2023 0 repositories listed
• RedCore: Relative Advantage Aware Cross-modal Representation Learning for Missing Modalities with Imbalanced Missing Rates
  16 Dec 2023 0 repositories listed
• scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data
  16 Dec 2023 0 repositories listed
• Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction
  16 Dec 2023 0 repositories listed
• A Deep Representation Learning-based Speech Enhancement Method Using Complex Convolution Recurrent Variational Autoencoder
  15 Dec 2023 0 repositories listed
• Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach
  15 Dec 2023 0 repositories listed
• Dynamic Spiking Framework for Graph Neural Networks
  15 Dec 2023 0 repositories listed
• Urban Region Embedding via Multi-View Contrastive Prediction
  15 Dec 2023 0 repositories listed
• Deep Anomaly Detection in Text
  14 Dec 2023 0 repositories listed
• ReCoRe: Regularized Contrastive Representation Learning of World Model
  14 Dec 2023 0 repositories listed
• Symmetry Breaking and Equivariant Neural Networks
  14 Dec 2023 0 repositories listed
• ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models
  13 Dec 2023 0 repositories listed
• Explainable Trajectory Representation through Dictionary Learning
  13 Dec 2023 0 repositories listed
• Morphological Profiling for Drug Discovery in the Era of Deep Learning
  13 Dec 2023 0 repositories listed
• Multi-perspective Feedback-attention Coupling Model for Continuous-time Dynamic Graphs
  13 Dec 2023 0 repositories listed
• EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning
  12 Dec 2023 0 repositories listed
• Multi-Granularity Framework for Unsupervised Representation Learning of Time Series
  12 Dec 2023 0 repositories listed
• Polynomial-based Self-Attention for Table Representation learning
  12 Dec 2023 0 repositories listed
• Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations
  11 Dec 2023 0 repositories listed
• Invariant Representation via Decoupling Style and Spurious Features from Images
  11 Dec 2023 0 repositories listed
• CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting
  10 Dec 2023 0 repositories listed
• Deep-Learning-Assisted Analysis of Cataract Surgery Videos
  10 Dec 2023 0 repositories listed
• Disentangled Representation Learning for Controllable Person Image Generation
  10 Dec 2023 0 repositories listed
• Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks
  10 Dec 2023 0 repositories listed
• Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation
  9 Dec 2023 0 repositories listed
• Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning
  9 Dec 2023 0 repositories listed
• Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection
  9 Dec 2023 0 repositories listed
• Robo360: A 3D Omnispective Multi-Material Robotic Manipulation Dataset
  9 Dec 2023 0 repositories listed
• Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning
  9 Dec 2023 0 repositories listed
• Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference
  8 Dec 2023 0 repositories listed
• Understanding Community Bias Amplification in Graph Representation Learning
  8 Dec 2023 0 repositories listed
• Jointly spatial-temporal representation learning for individual trajectories
  7 Dec 2023 0 repositories listed
• Rapid detection of rare events from in situ X-ray diffraction data using machine learning
  7 Dec 2023 0 repositories listed
• Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks
  7 Dec 2023 0 repositories listed
• Invariance & Causal Representation Learning: Prospects and Limitations
  6 Dec 2023 0 repositories listed
• Multi-Scale and Multi-Modal Contrastive Learning Network for Biomedical Time Series
  6 Dec 2023 0 repositories listed
• PointJEM: Self-supervised Point Cloud Understanding for Reducing Feature Redundancy via Joint Entropy Maximization
  6 Dec 2023 0 repositories listed
• PointMoment:Mixed-Moment-based Self-Supervised Representation Learning for 3D Point Clouds
  6 Dec 2023 0 repositories listed
• Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems
  5 Dec 2023 0 repositories listed
• Towards Causal Representations of Climate Model Data
  5 Dec 2023 0 repositories listed
• Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment
  4 Dec 2023 0 repositories listed
• HGPROMPT: Bridging Homogeneous and Heterogeneous Graphs for Few-shot Prompt Learning
  4 Dec 2023 0 repositories listed
• Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers
  4 Dec 2023 0 repositories listed
• States as goal-directed concepts: an epistemic approach to state-representation learning
  4 Dec 2023 0 repositories listed
• Optimizing Context-Enhanced Relational Joins
  3 Dec 2023 0 repositories listed
• PerCNet: Periodic Complete Representation for Crystal Graphs
  3 Dec 2023 0 repositories listed
• T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency
  3 Dec 2023 0 repositories listed
• Towards Goal-oriented Intelligent Tutoring Systems in Online Education
  3 Dec 2023 0 repositories listed
• Just-in-Time Detection of Silent Security Patches
  2 Dec 2023 0 repositories listed
• Knowledge Graph Reasoning Based on Attention GCN
  2 Dec 2023 0 repositories listed
• Hypergraph Node Representation Learning with One-Stage Message Passing
  1 Dec 2023 0 repositories listed
• Improve Supervised Representation Learning with Masked Image Modeling
  1 Dec 2023 0 repositories listed
• Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction
  1 Dec 2023 0 repositories listed
• Anisotropic Neural Representation Learning for High-Quality Neural Rendering
  30 Nov 2023 0 repositories listed
• HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers
  30 Nov 2023 0 repositories listed
• JPPF: Multi-task Fusion for Consistent Panoptic-Part Segmentation
  30 Nov 2023 0 repositories listed
• Perceptual Group Tokenizer: Building Perception with Iterative Grouping
  30 Nov 2023 0 repositories listed
• Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering
  30 Nov 2023 0 repositories listed
• The Importance of Downstream Networks in Digital Pathology Foundation Models
  29 Nov 2023 0 repositories listed
• PALM: Predicting Actions through Language Models
  29 Nov 2023 0 repositories listed
• LanGWM: Language Grounded World Model
  29 Nov 2023 0 repositories listed
• Learning-driven Zero Trust in Distributed Computing Continuum Systems
  29 Nov 2023 0 repositories listed
• TransOpt: Transformer-based Representation Learning for Optimization Problem Classification
  29 Nov 2023 0 repositories listed
• Beyond Visual Cues: Synchronously Exploring Target-Centric Semantics for Vision-Language Tracking
  28 Nov 2023 0 repositories listed
• F4D: Factorized 4D Convolutional Neural Network for Efficient Video-level Representation Learning
  28 Nov 2023 0 repositories listed
• Identifiable Feature Learning for Spatial Data with Nonlinear ICA
  28 Nov 2023 0 repositories listed
• No Representation Rules Them All in Category Discovery
  28 Nov 2023 0 repositories listed
• GlycoNMR: Dataset and benchmarks for NMR chemical shift prediction of carbohydrates with graph neural networks
  28 Nov 2023 0 repositories listed
• Align before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition
  27 Nov 2023 0 repositories listed
• BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights
  27 Nov 2023 0 repositories listed
• xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data
  26 Nov 2023 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Elucidating and Overcoming the Challenges of Label Noise in Supervised Contrastive Learning
  25 Nov 2023 0 repositories listed
• Towards Transferable Multi-modal Perception Representation Learning for Autonomy: NeRF-Supervised Masked AutoEncoder
  23 Nov 2023 0 repositories listed
• Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes
  21 Nov 2023 0 repositories listed
• Learning Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity
  21 Nov 2023 0 repositories listed
• Correlated Attention in Transformers for Multivariate Time Series
  20 Nov 2023 0 repositories listed
• CSGNN: Conquering Noisy Node labels via Dynamic Class-wise Selection
  20 Nov 2023 0 repositories listed
• Provably Efficient CVaR RL in Low-rank MDPs
  20 Nov 2023 0 repositories listed
• HiH: A Multi-modal Hierarchy in Hierarchy Network for Unconstrained Gait Recognition
  19 Nov 2023 0 repositories listed
• Self-Distilled Representation Learning for Time Series
  19 Nov 2023 0 repositories listed
• Multimodal Representation Learning by Alternating Unimodal Adaptation
  17 Nov 2023 0 repositories listed
• A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection
  16 Nov 2023 0 repositories listed
• Generating Drug Repurposing Hypotheses through the Combination of Disease-Specific Hypergraphs
  16 Nov 2023 0 repositories listed
• Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta
  16 Nov 2023 0 repositories listed
• Domain Aligned CLIP for Few-shot Classification
  15 Nov 2023 0 repositories listed
• R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
  15 Nov 2023 0 repositories listed
• Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations
  15 Nov 2023 0 repositories listed
• Brain-Driven Representation Learning Based on Diffusion Model
  14 Nov 2023 0 repositories listed
• Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback
  14 Nov 2023 0 repositories listed
• Reimagining Speech: A Scoping Review of Deep Learning-Powered Voice Conversion
  14 Nov 2023 0 repositories listed
• Rotation-Agnostic Image Representation Learning for Digital Pathology
  14 Nov 2023 0 repositories listed
• Classification of developmental and brain disorders via graph convolutional aggregation
  13 Nov 2023 0 repositories listed
• Semantically Grounded QFormer for Efficient Vision Language Understanding
  13 Nov 2023 0 repositories listed
• Quality-Aware Prototype Memory for Face Representation Learning
  13 Nov 2023 0 repositories listed
• Alleviating Behavior Data Imbalance for Multi-Behavior Graph Collaborative Filtering
  12 Nov 2023 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.