Browse State-of-the-Art › Representation Learning › Papers, page 48
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 48 of 106: papers 4,701 to 4,800 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.
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Efficient Star Distillation Attention Network for Lightweight Image Super-Resolution14 Jun 2025 0 repositories listed
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Interpretable Causal Representation Learning for Biological Data in the Pathway Space14 Jun 2025 0 repositories listed
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Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders13 Jun 2025 0 repositories listed
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Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration12 Jun 2025 0 repositories listed
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Canonical Latent Representations in Conditional Diffusion Models11 Jun 2025 0 repositories listed
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Causal Climate Emulation with Bayesian Filtering11 Jun 2025 0 repositories listed
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Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols11 Jun 2025 0 repositories listed
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DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection11 Jun 2025 0 repositories listed
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Generalizing Supervised Contrastive learning: A Projection Perspective11 Jun 2025 0 repositories listed
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Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning11 Jun 2025 0 repositories listed
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Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders11 Jun 2025 0 repositories listed
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Wasserstein Hypergraph Neural Network11 Jun 2025 0 repositories listed
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Diffuse and Disperse: Image Generation with Representation Regularization10 Jun 2025 0 repositories listed
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FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion10 Jun 2025 0 repositories listed
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Gaussian2Scene: 3D Scene Representation Learning via Self-supervised Learning with 3D Gaussian Splatting10 Jun 2025 0 repositories listed
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GIQ: Benchmarking 3D Geometric Reasoning of Vision Foundation Models with Simulated and Real Polyhedra9 Jun 2025 0 repositories listed
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Language Embedding Meets Dynamic Graph: A New Exploration for Neural Architecture Representation Learning9 Jun 2025 0 repositories listed
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IMPA-HGAE:Intra-Meta-Path Augmented Heterogeneous Graph Autoencoder7 Jun 2025 0 repositories listed
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Graph Persistence goes Spectral6 Jun 2025 0 repositories listed
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Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning6 Jun 2025 0 repositories listed
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WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction6 Jun 2025 0 repositories listed
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Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement5 Jun 2025 0 repositories listed
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Aligning Multimodal Representations through an Information Bottleneck5 Jun 2025 0 repositories listed
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DAS-MAE: A self-supervised pre-training framework for universal and high-performance representation learning of distributed fiber-optic acoustic sensing5 Jun 2025 0 repositories listed
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Feature-Based Lie Group Transformer for Real-World Applications5 Jun 2025 0 repositories listed
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iN2V: Bringing Transductive Node Embeddings to Inductive Graphs5 Jun 2025 0 repositories listed
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Learning dissection trajectories from expert surgical videos via imitation learning with equivariant diffusion5 Jun 2025 0 repositories listed
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Seeing the Invisible: Machine learning-Based QPI Kernel Extraction via Latent Alignment5 Jun 2025 0 repositories listed
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Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques5 Jun 2025 0 repositories listed
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The Latent Space Hypothesis: Toward Universal Medical Representation Learning4 Jun 2025 0 repositories listed
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MudiNet: Task-guided Disentangled Representation Learning for 5G Indoor Multipath-assisted Positioning4 Jun 2025 0 repositories listed
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FORLA:Federated Object-centric Representation Learning with Slot Attention3 Jun 2025 0 repositories listed
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HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition3 Jun 2025 0 repositories listed
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Weak Supervision for Real World Graphs3 Jun 2025 0 repositories listed
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Large Language Models for EEG: A Comprehensive Survey and Taxonomy2 Jun 2025 0 repositories listed
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Learning Treatment Representations for Downstream Instrumental Variable Regression2 Jun 2025 0 repositories listed
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General-purpose audio representation learning for real-world sound scenes1 Jun 2025 0 repositories listed
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GARLIC: GAussian Representation LearnIng for spaCe partitioning30 May 2025 0 repositories listed
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GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training30 May 2025 0 repositories listed
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Studying and Improving Graph Neural Network-based Motif Estimation30 May 2025 0 repositories listed
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Bridging the Gap Between Semantic and User Preference Spaces for Multi-modal Music Representation Learning29 May 2025 0 repositories listed
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Joint Learning in the Gaussian Single Index Model27 May 2025 0 repositories listed
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Semi-supervised Clustering Through Representation Learning of Large-scale EHR Data27 May 2025 0 repositories listed
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Something's Fishy In The Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks27 May 2025 0 repositories listed
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DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation26 May 2025 0 repositories listed
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Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees26 May 2025 0 repositories listed
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Improving Recommendation Fairness without Sensitive Attributes Using Multi-Persona LLMs26 May 2025 0 repositories listed
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MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model26 May 2025 0 repositories listed
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ViTaPEs: Visuotactile Position Encodings for Cross-Modal Alignment in Multimodal Transformers26 May 2025 0 repositories listed
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An Interpretable Representation Learning Approach for Diffusion Tensor Imaging25 May 2025 0 repositories listed
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DocMMIR: A Framework for Document Multi-modal Information Retrieval25 May 2025 0 repositories listed
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DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving25 May 2025 0 repositories listed
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Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning25 May 2025 0 repositories listed
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Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization25 May 2025 0 repositories listed
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Distinctive Feature Codec: Adaptive Segmentation for Efficient Speech Representation24 May 2025 0 repositories listed
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Manifold-aware Representation Learning for Degradation-agnostic Image Restoration24 May 2025 0 repositories listed
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Self-Supervised and Generalizable Tokenization for CLIP-Based 3D Understanding24 May 2025 0 repositories listed
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BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models23 May 2025 0 repositories listed
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Convexified Message-Passing Graph Neural Networks23 May 2025 0 repositories listed
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Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding23 May 2025 0 repositories listed
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Supervised Graph Contrastive Learning for Gene Regulatory Network23 May 2025 0 repositories listed
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A Novel Generative Model with Causality Constraint for Mitigating Biases in Recommender Systems22 May 2025 0 repositories listed
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An Effective Training Framework for Light-Weight Automatic Speech Recognition Models22 May 2025 0 repositories listed
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Robust Invariant Representation Learning by Distribution Extrapolation22 May 2025 0 repositories listed
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SEDD-PCC: A Single Encoder-Dual Decoder Framework For End-To-End Learned Point Cloud Compression22 May 2025 0 repositories listed
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SPAR: Self-supervised Placement-Aware Representation Learning for Multi-Node IoT Systems22 May 2025 0 repositories listed
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WikiDBGraph: Large-Scale Database Graph of Wikidata for Collaborative Learning22 May 2025 0 repositories listed
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Exploring Generalized Gait Recognition: Reducing Redundancy and Noise within Indoor and Outdoor Datasets21 May 2025 0 repositories listed
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Fourier-Invertible Neural Encoder (FINE) for Homogeneous Flows21 May 2025 0 repositories listed
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HAMF: A Hybrid Attention-Mamba Framework for Joint Scene Context Understanding and Future Motion Representation Learning21 May 2025 0 repositories listed
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Mini-Game Lifetime Value Prediction in WeChat21 May 2025 0 repositories listed
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Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment20 May 2025 0 repositories listed
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Embedded Mean Field Reinforcement Learning for Perimeter-defense Game20 May 2025 0 repositories listed
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Physics-Driven Local-Whole Elastic Deformation Modeling for Point Cloud Representation Learning20 May 2025 0 repositories listed
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RETRO: REthinking Tactile Representation Learning with Material PriOrs20 May 2025 0 repositories listed
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The Evolution of Alpha in Finance Harnessing Human Insight and LLM Agents20 May 2025 0 repositories listed
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Time to Embed: Unlocking Foundation Models for Time Series with Channel Descriptions20 May 2025 0 repositories listed
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TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation20 May 2025 0 repositories listed
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Visual Instruction Bottleneck Tuning20 May 2025 0 repositories listed
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Causality-Inspired Robustness for Nonlinear Models via Representation Learning19 May 2025 0 repositories listed
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On the Mechanisms of Adversarial Data Augmentation for Robust and Adaptive Transfer Learning19 May 2025 0 repositories listed
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ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model19 May 2025 0 repositories listed
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Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping19 May 2025 0 repositories listed
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Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels19 May 2025 0 repositories listed
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Universal Semantic Disentangled Privacy-preserving Speech Representation Learning19 May 2025 0 repositories listed
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Unveil Multi-Picture Descriptions for Multilingual Mild Cognitive Impairment Detection via Contrastive Learning19 May 2025 0 repositories listed
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Unveiling and Steering Connectome Organization with Interpretable Latent Variables19 May 2025 0 repositories listed
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Hyperbolic Residual Quantization: Discrete Representations for Data with Latent Hierarchies18 May 2025 0 repositories listed
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LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization18 May 2025 0 repositories listed
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Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables18 May 2025 0 repositories listed
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Neural Thermodynamics I: Entropic Forces in Deep and Universal Representation Learning18 May 2025 0 repositories listed
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PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning18 May 2025 0 repositories listed
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VoiceCloak: A Multi-Dimensional Defense Framework against Unauthorized Diffusion-based Voice Cloning18 May 2025 0 repositories listed
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GLProtein: Global-and-Local Structure Aware Protein Representation Learning17 May 2025 0 repositories listed
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Multi-Order Wavelet Derivative Transform for Deep Time Series Forecasting17 May 2025 0 repositories listed
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Structured Representation17 May 2025 0 repositories listed
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VITA: Versatile Time Representation Learning for Temporal Hyper-Relational Knowledge Graphs17 May 2025 0 repositories listed
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Random Client Selection on Contrastive Federated Learning for Tabular Data16 May 2025 0 repositories listed
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Maximizing Asynchronicity in Event-based Neural Networks16 May 2025 0 repositories listed
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Urban Representation Learning for Fine-grained Economic Mapping: A Semi-supervised Graph-based Approach16 May 2025 0 repositories listed