Browse State-of-the-Art › Representation Learning › Papers, page 60
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 60 of 106: papers 5,901 to 6,000 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.
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Leveraging Fine-Grained Information and Noise Decoupling for Remote Sensing Change Detection17 Apr 2024 0 repositories listed
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Prompt-Driven Feature Diffusion for Open-World Semi-Supervised Learning17 Apr 2024 0 repositories listed
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AGHINT: Attribute-Guided Representation Learning on Heterogeneous Information Networks with Transformer16 Apr 2024 0 repositories listed
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HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction16 Apr 2024 0 repositories listed
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Residual Connections Harm Generative Representation Learning16 Apr 2024 0 repositories listed
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Neighbour-level Message Interaction Encoding for Improved Representation Learning on Graphs15 Apr 2024 0 repositories listed
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RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks15 Apr 2024 0 repositories listed
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Utility-Fairness Trade-Offs and How to Find Them15 Apr 2024 0 repositories listed
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GCC: Generative Calibration Clustering14 Apr 2024 0 repositories listed
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RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations13 Apr 2024 0 repositories listed
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AIMDiT: Modality Augmentation and Interaction via Multimodal Dimension Transformation for Emotion Recognition in Conversations12 Apr 2024 0 repositories listed
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Mitigating Cascading Effects in Large Adversarial Graph Environments12 Apr 2024 0 repositories listed
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SpectralMamba: Efficient Mamba for Hyperspectral Image Classification12 Apr 2024 0 repositories listed
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Can Contrastive Learning Refine Embeddings11 Apr 2024 0 repositories listed
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Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis11 Apr 2024 0 repositories listed
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VeTraSS: Vehicle Trajectory Similarity Search Through Graph Modeling and Representation Learning11 Apr 2024 0 repositories listed
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LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression10 Apr 2024 0 repositories listed
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Deep Representation Learning for Multi-functional Degradation Modeling of Community-dwelling Aging Population8 Apr 2024 0 repositories listed
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Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning8 Apr 2024 0 repositories listed
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A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images7 Apr 2024 0 repositories listed
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Graph Neural Networks for Binary Programming7 Apr 2024 0 repositories listed
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HaVTR: Improving Video-Text Retrieval Through Augmentation Using Large Foundation Models7 Apr 2024 0 repositories listed
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Skill Transfer and Discovery for Sim-to-Real Learning: A Representation-Based Viewpoint7 Apr 2024 0 repositories listed
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TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis7 Apr 2024 0 repositories listed
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TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis6 Apr 2024 0 repositories listed
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JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer5 Apr 2024 0 repositories listed
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Distributionally Robust Alignment for Medical Federated Vision-Language Pre-training Under Data Heterogeneity5 Apr 2024 0 repositories listed
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CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning4 Apr 2024 0 repositories listed
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Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition3 Apr 2024 0 repositories listed
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PSCodec: A Series of High-Fidelity Low-bitrate Neural Speech Codecs Leveraging Prompt Encoders3 Apr 2024 0 repositories listed
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CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling2 Apr 2024 0 repositories listed
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A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide1 Apr 2024 0 repositories listed
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SUGAR: Pre-training 3D Visual Representations for Robotics1 Apr 2024 0 repositories listed
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HeteroMILE: a Multi-Level Graph Representation Learning Framework for Heterogeneous Graphs31 Mar 2024 0 repositories listed
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A Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation30 Mar 2024 0 repositories listed
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Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach28 Mar 2024 0 repositories listed
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Instruction-based Hypergraph Pretraining28 Mar 2024 0 repositories listed
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The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation28 Mar 2024 0 repositories listed
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CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT27 Mar 2024 0 repositories listed
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Multi-scale Unified Network for Image Classification27 Mar 2024 0 repositories listed
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Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification26 Mar 2024 0 repositories listed
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Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?25 Mar 2024 0 repositories listed
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ChebMixer: Efficient Graph Representation Learning with MLP Mixer25 Mar 2024 0 repositories listed
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CMViM: Contrastive Masked Vim Autoencoder for 3D Multi-modal Representation Learning for AD classification25 Mar 2024 0 repositories listed
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Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks25 Mar 2024 0 repositories listed
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Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes25 Mar 2024 0 repositories listed
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AKBR: Learning Adaptive Kernel-based Representations for Graph Classification24 Mar 2024 0 repositories listed
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Edit3K: Universal Representation Learning for Video Editing Components24 Mar 2024 0 repositories listed
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PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation24 Mar 2024 0 repositories listed
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Identifiable Latent Neural Causal Models23 Mar 2024 0 repositories listed
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Brain-aligning of semantic vectors improves neural decoding of visual stimuli22 Mar 2024 0 repositories listed
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Cell Variational Information Bottleneck Network22 Mar 2024 0 repositories listed
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Contrastive Learning on Multimodal Analysis of Electronic Health Records22 Mar 2024 0 repositories listed
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Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems22 Mar 2024 0 repositories listed
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Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks22 Mar 2024 0 repositories listed
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Twin Auto-Encoder Model for Learning Separable Representation in Cyberattack Detection22 Mar 2024 0 repositories listed
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Exploring Task Unification in Graph Representation Learning via Generative Approach21 Mar 2024 0 repositories listed
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Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks21 Mar 2024 0 repositories listed
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XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception21 Mar 2024 0 repositories listed
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Text-to-3D Shape Generation20 Mar 2024 0 repositories listed
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Automated Contrastive Learning Strategy Search for Time Series19 Mar 2024 0 repositories listed
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Dual-Channel Multiplex Graph Neural Networks for Recommendation18 Mar 2024 0 repositories listed
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Graph Partial Label Learning with Potential Cause Discovering18 Mar 2024 0 repositories listed
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HyperVQ: MLR-based Vector Quantization in Hyperbolic Space18 Mar 2024 0 repositories listed
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Investigating the Benefits of Projection Head for Representation Learning18 Mar 2024 0 repositories listed
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MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning18 Mar 2024 0 repositories listed
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Offline Multitask Representation Learning for Reinforcement Learning18 Mar 2024 0 repositories listed
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Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics18 Mar 2024 0 repositories listed
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A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition17 Mar 2024 0 repositories listed
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V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions17 Mar 2024 0 repositories listed
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Probabilistic World Modeling with Asymmetric Distance Measure16 Mar 2024 0 repositories listed
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Scheduling Drone and Mobile Charger via Hybrid-Action Deep Reinforcement Learning16 Mar 2024 0 repositories listed
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Two-step Automated Cybercrime Coded Word Detection using Multi-level Representation Learning16 Mar 2024 0 repositories listed
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A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 202414 Mar 2024 0 repositories listed
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Anatomical Structure-Guided Medical Vision-Language Pre-training14 Mar 2024 0 repositories listed
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Towards the Reusability and Compositionality of Causal Representations14 Mar 2024 0 repositories listed
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WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity14 Mar 2024 0 repositories listed
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DrFER: Learning Disentangled Representations for 3D Facial Expression Recognition13 Mar 2024 0 repositories listed
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HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction13 Mar 2024 0 repositories listed
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Link Prediction for Social Networks using Representation Learning and Heuristic-based Features13 Mar 2024 0 repositories listed
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LG-Traj: LLM Guided Pedestrian Trajectory Prediction12 Mar 2024 0 repositories listed
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Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and Run-Time Error Detection12 Mar 2024 0 repositories listed
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A representation-learning game for classes of prediction tasks11 Mar 2024 0 repositories listed
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Interpreting What Typical Fault Signals Look Like via Prototype-matching11 Mar 2024 0 repositories listed
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Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain11 Mar 2024 0 repositories listed
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LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations11 Mar 2024 0 repositories listed
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Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models11 Mar 2024 0 repositories listed
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SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning11 Mar 2024 0 repositories listed
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Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning10 Mar 2024 0 repositories listed
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CSCNET: Class-Specified Cascaded Network for Compositional Zero-Shot Learning9 Mar 2024 0 repositories listed
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Hierarchical Query Classification in E-commerce Search9 Mar 2024 0 repositories listed
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Advances of Deep Learning in Protein Science: A Comprehensive Survey8 Mar 2024 0 repositories listed
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Denoising Autoregressive Representation Learning8 Mar 2024 0 repositories listed
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Poly-View Contrastive Learning8 Mar 2024 0 repositories listed
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Synthetic Privileged Information Enhances Medical Image Representation Learning8 Mar 2024 0 repositories listed
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Enhancing Multimodal Unified Representations for Cross Modal Generalization8 Mar 2024 0 repositories listed
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Control-based Graph Embeddings with Data Augmentation for Contrastive Learning7 Mar 2024 0 repositories listed
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MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder7 Mar 2024 0 repositories listed
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Möbius Transform for Mitigating Perspective Distortions in Representation Learning7 Mar 2024 0 repositories listed
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Adaptive Discovering and Merging for Incremental Novel Class Discovery6 Mar 2024 0 repositories listed