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Representation Learning

4,925 papers

Papers per year

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Papers

Mining Entity Synonyms with Efficient Neural Set Generation AAAI 2019
Context-Aware Self-Attention Networks AAAI 2019
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019
Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder AAAI 2019
Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019
Beyond Speech: Generalizing D-Vectors for Biometric Verification AAAI 2019
Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations AAAI 2019
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator AAAI 2019
Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction AAAI 2019
A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes AAAI 2019
Human-Like Sketch Object Recognition via Analogical Learning AAAI 2019
Attentive Tensor Product Learning AAAI 2019
Bi-Kronecker Functional Decision Diagrams: A Novel Canonical Representation of Boolean Functions AAAI 2019
Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019
Implanting Rational Knowledge into Distributed Representation at Morpheme Level AAAI 2019
An Open-World Extension to Knowledge Graph Completion Models AAAI 2019
Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach AAAI 2019
State Abstraction as Compression in Apprenticeship Learning AAAI 2019
Robust Negative Sampling for Network Embedding AAAI 2019
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation AAAI 2019
Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification AAAI 2019
Utilizing Class Information for Deep Network Representation Shaping AAAI 2019
Hypergraph Neural Networks AAAI 2019
Combined Reinforcement Learning via Abstract Representations AAAI 2019