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Representation Learning

4516 directly classified papers

Papers per year

Papers

Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification AAAI 2019
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation AAAI 2019
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019
Robust Negative Sampling for Network Embedding AAAI 2019
State Abstraction as Compression in Apprenticeship Learning AAAI 2019
An Open-World Extension to Knowledge Graph Completion Models AAAI 2019
Implanting Rational Knowledge into Distributed Representation at Morpheme Level AAAI 2019
Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019
Attentive Tensor Product Learning AAAI 2019
Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction AAAI 2019
Beyond Speech: Generalizing D-Vectors for Biometric Verification AAAI 2019
Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019
Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder AAAI 2019
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019
Mining Entity Synonyms with Efficient Neural Set Generation AAAI 2019
Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019
Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences AAAI 2019
Triple Classification Using Regions and Fine-Grained Entity Typing AAAI 2019
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System AAAI 2019
From Coarse to Fine: Robust Hierarchical Localization at Large Scale CVPR 2019
Semantic Attribute Matching Networks CVPR 2019
Practical Full Resolution Learned Lossless Image Compression CVPR 2019
Representation Flow for Action Recognition CVPR 2019
R3 Adversarial Network for Cross Model Face Recognition CVPR 2019
Learning Not to Learn: Training Deep Neural Networks With Biased Data CVPR 2019