← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs ACL 2019
Learning Transferable Feature Representations Using Neural Networks ACL 2019
Attention-based Conditioning Methods for External Knowledge Integration ACL 2019
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View ACL 2019
Interpretable Neural Predictions with Differentiable Binary Variables ACL 2019
Matching the Blanks: Distributional Similarity for Relation Learning ACL 2019
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019
Learning to Transfer Relational Representations through Analogy AAAI 2019
Multi-Attribute Transfer via Disentangled Representation AAAI 2019
STA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification AAAI 2019
Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019
Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding AAAI 2019
Dictionary-Guided Editing Networks for Paraphrase Generation AAAI 2019
Deep Interest Evolution Network for Click-Through Rate Prediction AAAI 2019
InfoVAE: Balancing Learning and Inference in Variational Autoencoders AAAI 2019
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction AAAI 2019
Task-Driven Common Representation Learning via Bridge Neural Network AAAI 2019
Soft Facial Landmark Detection by Label Distribution Learning AAAI 2019
Utilizing Class Information for Deep Network Representation Shaping AAAI 2019
Human-Like Sketch Object Recognition via Analogical Learning AAAI 2019
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator AAAI 2019
Context-Aware Self-Attention Networks AAAI 2019
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019
Symmetry-Constrained Rectification Network for Scene Text Recognition ICCV 2019