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Representation Learning

2843 directly classified papers

Papers per year

Papers

Learning Flexible Latent Representations via Encapsulated Variational Encoders AAAI 2019
Aligning Latent Spaces for 3D Hand Pose Estimation ICCV 2019
Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition INTERSPEECH 2019
Supervised User Ranking in Signed Social Networks AAAI 2019
Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification AAAI 2019
UGSD: User Generated Sentiment Dictionaries from Online Customer Reviews AAAI 2019
Session-Based Recommendation with Graph Neural Networks AAAI 2019
Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019
DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019
Deep Latent Generative Models for Energy Disaggregation AAAI 2019
Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction AAAI 2019
Modelling Autobiographical Memory Loss across Life Span AAAI 2019
Safe Partial Diagnosis from Normal Observations AAAI 2019
Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019
Collaborative, Dynamic and Diversified User Profiling AAAI 2019
Non-Parametric Transformation Networks for Learning General Invariances from Data AAAI 2019
Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019
Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions AAAI 2019
Gaussian Transformer: A Lightweight Approach for Natural Language Inference AAAI 2019
Neural Relation Extraction within and across Sentence Boundaries AAAI 2019
Word Embedding as Maximum A Posteriori Estimation AAAI 2019
Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019
A Generative Model for Dynamic Networks with Applications AAAI 2019
CAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision AAAI 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019