Browse State-of-the-Art › Representation Learning › Papers, page 49

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 49 of 106: papers 4,801 to 4,900 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.

• Zero-Shot Visual Generalization in Robot Manipulation
  16 May 2025 0 repositories listed
• Learning Repetition-Invariant Representations for Polymer Informatics
  15 May 2025 0 repositories listed
• A Representation Learning Approach to Feature Drift Detection in Wireless Networks
  15 May 2025 0 repositories listed
• FedGRec: Dynamic Spatio-Temporal Federated Graph Learning for Secure and Efficient Cross-Border Recommendations
  15 May 2025 0 repositories listed
• Less is More: Multimodal Region Representation via Pairwise Inter-view Learning
  15 May 2025 0 repositories listed
• A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning
  14 May 2025 0 repositories listed
• TARGET: Benchmarking Table Retrieval for Generative Tasks
  14 May 2025 0 repositories listed
• Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition
  14 May 2025 0 repositories listed
• A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting
  13 May 2025 0 repositories listed
• DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update
  13 May 2025 0 repositories listed
• Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
  13 May 2025 0 repositories listed
• Large Language Model Enhancers for Graph Neural Networks: An Analysis from the Perspective of Causal Mechanism Identification
  13 May 2025 0 repositories listed
• Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
  13 May 2025 0 repositories listed
• Unlocking Location Intelligence: A Survey from Deep Learning to The LLM Era
  13 May 2025 0 repositories listed
• RealRep: Generalized SDR-to-HDR Conversion with Style Disentangled Representation Learning
  12 May 2025 0 repositories listed
• The Correspondence Between Bounded Graph Neural Networks and Fragments of First-Order Logic
  12 May 2025 0 repositories listed
• CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection
  11 May 2025 0 repositories listed
• Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies
  11 May 2025 0 repositories listed
• Scaling Laws and Representation Learning in Simple Hierarchical Languages: Transformers vs. Convolutional Architectures
  11 May 2025 0 repositories listed
• SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
  10 May 2025 0 repositories listed
• Automated Learning of Semantic Embedding Representations for Diffusion Models
  9 May 2025 0 repositories listed
• Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics
  9 May 2025 0 repositories listed
• From Millions of Tweets to Actionable Insights: Leveraging LLMs for User Profiling
  9 May 2025 0 repositories listed
• Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks
  9 May 2025 0 repositories listed
• Multi-Modal Molecular Representation Learning via Structure Awareness
  9 May 2025 0 repositories listed
• A Conjoint Graph Representation Learning Framework for Hypertension Comorbidity Risk Prediction
  8 May 2025 0 repositories listed
• Adaptive Contextual Embedding for Robust Far-View Borehole Detection
  8 May 2025 0 repositories listed
• Clustering with Communication: A Variational Framework for Single Cell Representation Learning
  8 May 2025 0 repositories listed
• Generalization Analysis for Contrastive Representation Learning under Non-IID Settings
  8 May 2025 0 repositories listed
• Graffe: Graph Representation Learning via Diffusion Probabilistic Models
  8 May 2025 0 repositories listed
• Stochastic Variational Propagation: Local, Scalable and Efficient Alternative to Backpropagation
  8 May 2025 0 repositories listed
• A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities
  7 May 2025 0 repositories listed
• IIKL: Isometric Immersion Kernel Learning with Riemannian Manifold for Geometric Preservation
  7 May 2025 0 repositories listed
• Multi-Granular Attention based Heterogeneous Hypergraph Neural Network
  7 May 2025 0 repositories listed
• Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning
  6 May 2025 0 repositories listed
• Gene finding revisited: improved robustness through structured decoding from learned embeddings
  6 May 2025 0 repositories listed
• GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype
  6 May 2025 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• Interpretable Learning Dynamics in Unsupervised Reinforcement Learning
  6 May 2025 0 repositories listed
• Deep Representation Learning for Electronic Design Automation
  4 May 2025 0 repositories listed
• Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
  4 May 2025 0 repositories listed
• Representation Learning of Limit Order Book: A Comprehensive Study and Benchmarking
  4 May 2025 0 repositories listed
• Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement
  3 May 2025 0 repositories listed
• Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement
  3 May 2025 0 repositories listed
• TV-SurvCaus: Dynamic Representation Balancing for Causal Survival Analysis
  3 May 2025 0 repositories listed
• Contextures: Representations from Contexts
  2 May 2025 0 repositories listed
• Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning
  2 May 2025 0 repositories listed
• Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
  1 May 2025 0 repositories listed
• Creating Your Editable 3D Photorealistic Avatar with Tetrahedron-constrained Gaussian Splatting
  29 Apr 2025 0 repositories listed
• SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation
  29 Apr 2025 0 repositories listed
• Contextures: The Mechanism of Representation Learning
  28 Apr 2025 0 repositories listed
• Hierarchical Uncertainty-Aware Graph Neural Network
  28 Apr 2025 0 repositories listed
• Representation Learning on a Random Lattice
  28 Apr 2025 0 repositories listed
• Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling
  27 Apr 2025 0 repositories listed
• Supervised Pretraining for Material Property Prediction
  27 Apr 2025 0 repositories listed
• ReLU integral probability metric and its applications
  26 Apr 2025 0 repositories listed
• Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior
  25 Apr 2025 0 repositories listed
• Representation Learning for Distributional Perturbation Extrapolation
  25 Apr 2025 0 repositories listed
• Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs
  24 Apr 2025 0 repositories listed
• DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
  24 Apr 2025 0 repositories listed
• A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
  23 Apr 2025 0 repositories listed
• I-Con: A Unifying Framework for Representation Learning
  23 Apr 2025 0 repositories listed
• Representation Learning via Non-Contrastive Mutual Information
  23 Apr 2025 0 repositories listed
• Synergistic Benefits of Joint Molecule Generation and Property Prediction
  23 Apr 2025 0 repositories listed
• OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning
  22 Apr 2025 0 repositories listed
• The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval
  21 Apr 2025 0 repositories listed
• Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection
  20 Apr 2025 0 repositories listed
• Matrix Factorization with Dynamic Multi-view Clustering for Recommender System
  20 Apr 2025 0 repositories listed
• BMRL: Bi-Modal Guided Multi-Perspective Representation Learning for Zero-Shot Deepfake Attribution
  19 Apr 2025 0 repositories listed
• DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection
  19 Apr 2025 0 repositories listed
• All-in-One Transferring Image Compression from Human Perception to Multi-Machine Perception
  17 Apr 2025 0 repositories listed
• A Complex-valued SAR Foundation Model Based on Physically Inspired Representation Learning
  16 Apr 2025 0 repositories listed
• AdaVid: Adaptive Video-Language Pretraining
  16 Apr 2025 0 repositories listed
• H³GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning
  16 Apr 2025 0 repositories listed
• Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection
  16 Apr 2025 0 repositories listed
• SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
  16 Apr 2025 0 repositories listed
• DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction
  15 Apr 2025 0 repositories listed
• Enhancing Out-of-Distribution Detection with Extended Logit Normalization
  15 Apr 2025 0 repositories listed
• Towards Interpretable Deep Generative Models via Causal Representation Learning
  15 Apr 2025 0 repositories listed
• Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning
  14 Apr 2025 0 repositories listed
• Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis
  14 Apr 2025 0 repositories listed
• STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data
  14 Apr 2025 0 repositories listed
• Academic Network Representation via Prediction-Sampling Incorporated Tensor Factorization
  11 Apr 2025 0 repositories listed
• Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy
  10 Apr 2025 0 repositories listed
• JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture
  10 Apr 2025 0 repositories listed
• Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval
  10 Apr 2025 0 repositories listed
• Attributes-aware Visual Emotion Representation Learning
  9 Apr 2025 0 repositories listed
• DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion
  9 Apr 2025 0 repositories listed
• Unifying Search and Recommendation: A Generative Paradigm Inspired by Information Theory
  9 Apr 2025 0 repositories listed
• Contrastive Decoupled Representation Learning and Regularization for Speech-Preserving Facial Expression Manipulation
  8 Apr 2025 0 repositories listed
• Leveraging Auto-Distillation and Generative Self-Supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems
  8 Apr 2025 0 repositories listed
• Bidirectional Hierarchical Protein Multi-Modal Representation Learning
  7 Apr 2025 0 repositories listed
• Boundary representation learning via Transformer
  7 Apr 2025 0 repositories listed
• Uni4D: A Unified Self-Supervised Learning Framework for Point Cloud Videos
  7 Apr 2025 0 repositories listed
• Variational Self-Supervised Learning
  6 Apr 2025 0 repositories listed
• Directional Sign Loss: A Topology-Preserving Loss Function that Approximates the Sign of Finite Differences
  5 Apr 2025 0 repositories listed
• Transformer representation learning is necessary for dynamic multi-modal physiological data on small-cohort patients
  5 Apr 2025 0 repositories listed
• UniRVQA: A Unified Framework for Retrieval-Augmented Vision Question Answering via Self-Reflective Joint Training
  5 Apr 2025 0 repositories listed
• RingMoE: Mixture-of-Modality-Experts Multi-Modal Foundation Models for Universal Remote Sensing Image Interpretation
  4 Apr 2025 0 repositories listed
• Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
  3 Apr 2025 0 repositories listed
• Deep Representation Learning for Unsupervised Clustering of Myocardial Fiber Trajectories in Cardiac Diffusion Tensor Imaging
  2 Apr 2025 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.