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Representation Learning

18863 directly classified papers

Papers per year

Papers

Neural Networks Perform Sufficient Dimension Reduction AAAI 2025
Integrating Multi-Source Data for Long Sequence Precipitation Forecasting AAAI 2025
M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025
Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025
Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions AAAI 2025
A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025
Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks AAAI 2025
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning AAAI 2025
GLAD: Improving Latent Graph Generative Modeling with Simple Quantization AAAI 2025
Know2Vec: A Black-Box Proxy for Neural Network Retrieval AAAI 2025
scMBERT: A Pre-Trained Deep Learning Model for Single-Cell Multiomic Data Representation and Prediction (Student Abstract) AAAI 2025
Harnessing Robust Statistics for Trustworthy AI AAAI 2025
Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract) AAAI 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025
Substitute Adjustment via Recovery of Latent Variables JMLR 2025
Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages AAAI 2025
Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025
Higher Order Structures for Graph Explanations AAAI 2025
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models AAAI 2025
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025
Code-switching Mediated Sentence-level Semantic Learning AAAI 2025
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
Partial Colexifications Improve Concept Embeddings ACL 2025
Transformer Layers as Painters AAAI 2025
Editing Memories Through Few Targeted Neurons AAAI 2025