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Representation Learning

4516 directly classified papers

Papers per year

Papers

Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs AAAI 2019
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context AAAI 2019
Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities AAAI 2019
Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model AAAI 2019
Leveraging Web Semantic Knowledge in Word Representation Learning AAAI 2019
A Generalized Idiom Usage Recognition Model Based on Semantic Compatibility AAAI 2019
Word Embedding as Maximum A Posteriori Estimation AAAI 2019
Story Ending Generation with Incremental Encoding and Commonsense Knowledge AAAI 2019
Residual Invertible Spatio-Temporal Network for Video Super-Resolution AAAI 2019
Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially AAAI 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
Frame and Feature-Context Video Super-Resolution AAAI 2019
Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019
Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks AAAI 2019
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019
Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019
Learning Disentangled Representation with Pairwise Independence AAAI 2019
TransConv: Relationship Embedding in Social Networks AAAI 2019
Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data AAAI 2019
Learning to Adaptively Scale Recurrent Neural Networks AAAI 2019
Distributional Semantics Meets Multi-Label Learning AAAI 2019
MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019
AFS: An Attention-Based Mechanism for Supervised Feature Selection AAAI 2019
Combined Reinforcement Learning via Abstract Representations AAAI 2019
Hypergraph Neural Networks AAAI 2019