Browse State-of-the-Art › Representation Learning › Papers, page 61
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 61 of 106: papers 6,001 to 6,100 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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Causality-based Cross-Modal Representation Learning for Vision-and-Language Navigation6 Mar 2024 0 repositories listed
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Contrastive Learning of Person-independent Representations for Facial Action Unit Detection6 Mar 2024 0 repositories listed
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K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data6 Mar 2024 0 repositories listed
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LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition6 Mar 2024 0 repositories listed
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Robust Graph Structure Learning under Heterophily6 Mar 2024 0 repositories listed
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Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects5 Mar 2024 0 repositories listed
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Pooling Image Datasets With Multiple Covariate Shift and Imbalance5 Mar 2024 0 repositories listed
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Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease5 Mar 2024 0 repositories listed
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Self-Supervised Facial Representation Learning with Facial Region Awareness4 Mar 2024 0 repositories listed
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Unveiling Hidden Links Between Unseen Security Entities4 Mar 2024 0 repositories listed
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Representation Learning on Heterophilic Graph with Directional Neighborhood Attention3 Mar 2024 0 repositories listed
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Self-Supervised Representation Learning with Meta Comprehensive Regularization3 Mar 2024 0 repositories listed
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A Survey on Temporal Knowledge Graph: Representation Learning and Applications2 Mar 2024 0 repositories listed
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End-to-End Graph-Sequential Representation Learning for Accurate Recommendations1 Mar 2024 0 repositories listed
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Generalized User Representations for Transfer Learning1 Mar 2024 0 repositories listed
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HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation1 Mar 2024 0 repositories listed
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Learning and Leveraging World Models in Visual Representation Learning1 Mar 2024 0 repositories listed
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Rethinking Classifier Re-Training in Long-Tailed Recognition: A Simple Logits Retargeting Approach1 Mar 2024 0 repositories listed
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Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training1 Mar 2024 0 repositories listed
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Extending Multilingual Speech Synthesis to 100+ Languages without Transcribed Data29 Feb 2024 0 repositories listed
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MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition29 Feb 2024 0 repositories listed
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Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration29 Feb 2024 0 repositories listed
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Negative Sampling in Knowledge Graph Representation Learning: A Review29 Feb 2024 0 repositories listed
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PaECTER: Patent-level Representation Learning using Citation-informed Transformers29 Feb 2024 0 repositories listed
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PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds29 Feb 2024 0 repositories listed
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Supervised Contrastive Representation Learning: Landscape Analysis with Unconstrained Features29 Feb 2024 0 repositories listed
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Autoencoder-based General Purpose Representation Learning for Customer Embedding28 Feb 2024 0 repositories listed
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MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation28 Feb 2024 0 repositories listed
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TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding28 Feb 2024 0 repositories listed
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Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport28 Feb 2024 0 repositories listed
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LocalGCL: Local-aware Contrastive Learning for Graphs27 Feb 2024 0 repositories listed
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LSPT: Long-term Spatial Prompt Tuning for Visual Representation Learning27 Feb 2024 0 repositories listed
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High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs26 Feb 2024 0 repositories listed
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Hyperdimensional Representation Learning for Node Classification and Link Prediction26 Feb 2024 0 repositories listed
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Self Supervised Correlation-based Permutations for Multi-View Clustering26 Feb 2024 0 repositories listed
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More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning25 Feb 2024 0 repositories listed
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Cohere3D: Exploiting Temporal Coherence for Unsupervised Representation Learning of Vision-based Autonomous Driving23 Feb 2024 0 repositories listed
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DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning23 Feb 2024 0 repositories listed
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United We Pretrain, Divided We Fail! Representation Learning for Time Series by Pretraining on 75 Datasets at Once23 Feb 2024 0 repositories listed
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A Landmark-Aware Visual Navigation Dataset22 Feb 2024 0 repositories listed
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On the Arrow of Inference22 Feb 2024 0 repositories listed
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Representation Learning for Frequent Subgraph Mining22 Feb 2024 0 repositories listed
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Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off22 Feb 2024 0 repositories listed
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An Equivariant Pretrained Transformer for Unified 3D Molecular Representation Learning20 Feb 2024 0 repositories listed
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Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition20 Feb 2024 0 repositories listed
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Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM19 Feb 2024 0 repositories listed
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Pushing Auto-regressive Models for 3D Shape Generation at Capacity and Scalability19 Feb 2024 0 repositories listed
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Foundation Models for Recommender Systems: A Survey and New Perspectives17 Feb 2024 0 repositories listed
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Learning by Reconstruction Produces Uninformative Features For Perception17 Feb 2024 0 repositories listed
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LiGNN: Graph Neural Networks at LinkedIn17 Feb 2024 0 repositories listed
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Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation16 Feb 2024 0 repositories listed
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Implicit Causal Representation Learning via Switchable Mechanisms16 Feb 2024 0 repositories listed
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Enhancement-Driven Pretraining for Robust Fingerprint Representation Learning16 Feb 2024 0 repositories listed
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Fusion of Diffusion Weighted MRI and Clinical Data for Predicting Functional Outcome after Acute Ischemic Stroke with Deep Contrastive Learning16 Feb 2024 0 repositories listed
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Learning Disentangled Audio Representations through Controlled Synthesis16 Feb 2024 0 repositories listed
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Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy16 Feb 2024 0 repositories listed
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Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning16 Feb 2024 0 repositories listed
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Deep Spectral Meshes: Multi-Frequency Facial Mesh Processing with Graph Neural Networks15 Feb 2024 0 repositories listed
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Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement15 Feb 2024 0 repositories listed
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Knowledge-guided EEG Representation Learning15 Feb 2024 0 repositories listed
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Nonlinear spiked covariance matrices and signal propagation in deep neural networks15 Feb 2024 0 repositories listed
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Representation Learning Using a Single Forward Pass15 Feb 2024 0 repositories listed
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Learning Interpretable Concepts: Unifying Causal Representation Learning and Foundation Models14 Feb 2024 0 repositories listed
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Position: Topological Deep Learning is the New Frontier for Relational Learning14 Feb 2024 0 repositories listed
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When Representations Align: Universality in Representation Learning Dynamics14 Feb 2024 0 repositories listed
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HJE: Joint Convolutional Representation Learning for Knowledge Hypergraph Completion13 Feb 2024 0 repositories listed
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Auxiliary Reward Generation with Transition Distance Representation Learning12 Feb 2024 0 repositories listed
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Contrastive Learning for Regression on Hyperspectral Data12 Feb 2024 0 repositories listed
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Topic Modeling as Multi-Objective Contrastive Optimization12 Feb 2024 0 repositories listed
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Future Prediction Can be a Strong Evidence of Good History Representation in Partially Observable Environments11 Feb 2024 0 repositories listed
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Learning by Watching: A Review of Video-based Learning Approaches for Robot Manipulation11 Feb 2024 0 repositories listed
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Topological Neural Networks: Mitigating the Bottlenecks of Graph Neural Networks via Higher-Order Interactions10 Feb 2024 0 repositories listed
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A self-supervised framework for learning whole slide representations9 Feb 2024 0 repositories listed
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ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning9 Feb 2024 0 repositories listed
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Flexible infinite-width graph convolutional networks and the importance of representation learning9 Feb 2024 0 repositories listed
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Jointly Learning Representations for Map Entities via Heterogeneous Graph Contrastive Learning9 Feb 2024 0 repositories listed
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Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning9 Feb 2024 0 repositories listed
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Contrastive Approach to Prior Free Positive Unlabeled Learning8 Feb 2024 0 repositories listed
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GenEFT: Understanding Statics and Dynamics of Model Generalization via Effective Theory8 Feb 2024 0 repositories listed
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A Masked language model for multi-source EHR trajectories contextual representation learning7 Feb 2024 0 repositories listed
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Causal Representation Learning from Multiple Distributions: A General Setting7 Feb 2024 0 repositories listed
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On provable privacy vulnerabilities of graph representations6 Feb 2024 0 repositories listed
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Constrained Multiview Representation for Self-supervised Contrastive Learning5 Feb 2024 0 repositories listed
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Discovering interpretable models of scientific image data with deep learning5 Feb 2024 0 repositories listed
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EXGC: Bridging Efficiency and Explainability in Graph Condensation5 Feb 2024 0 repositories listed
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A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF)4 Feb 2024 0 repositories listed
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Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques4 Feb 2024 0 repositories listed
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Bootstrapping Audio-Visual Segmentation by Strengthening Audio Cues4 Feb 2024 0 repositories listed
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Multi-modal Causal Structure Learning and Root Cause Analysis4 Feb 2024 0 repositories listed
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Continuous Tensor Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems3 Feb 2024 0 repositories listed
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Déjà Vu Memorization in Vision-Language Models3 Feb 2024 0 repositories listed
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MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning3 Feb 2024 0 repositories listed
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Code Representation Learning At Scale2 Feb 2024 0 repositories listed
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In-Context Learning for Few-Shot Nested Named Entity Recognition2 Feb 2024 0 repositories listed
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Neural Language of Thought Models2 Feb 2024 0 repositories listed
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Are Synthetic Time-series Data Really not as Good as Real Data?1 Feb 2024 0 repositories listed
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Self-Supervised Contrastive Pre-Training for Multivariate Point Processes1 Feb 2024 0 repositories listed
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Graph Multi-Similarity Learning for Molecular Property Prediction31 Jan 2024 0 repositories listed
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31 Jan 2024 0 repositories listed
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PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition31 Jan 2024 0 repositories listed