← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos CVPR 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction CVPR 2019
Aggregation Cross-Entropy for Sequence Recognition CVPR 2019
A Compact Embedding for Facial Expression Similarity CVPR 2019
Learning Video Representations From Correspondence Proposals CVPR 2019
Tell Me Where I Am: Object-Level Scene Context Prediction CVPR 2019
ContextDesc: Local Descriptor Augmentation With Cross-Modality Context CVPR 2019
Deep Metric Learning to Rank CVPR 2019
Relational Action Forecasting CVPR 2019
Hardness-Aware Deep Metric Learning CVPR 2019
Learning to Order Graph Elements with Application to Multilingual Surface Realization EMNLP 2019
Learning to Copy for Automatic Post-Editing EMNLP 2019
Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited EMNLP 2019
Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019
“My Way of Telling a Story”: Persona based Grounded Story Generation ACL 2019
Specializing Distributional Vectors of All Words for Lexical Entailment ACL 2019
Deep Generalized Canonical Correlation Analysis ACL 2019
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019
Derivational Morphological Relations in Word Embeddings ACL 2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL 2019
Controlling Grammatical Error Correction Using Word Edit Rate ACL 2019
Learning to Control the Fine-grained Sentiment for Story Ending Generation ACL 2019
Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLG ACL 2019
Interpolated Spectral NGram Language Models ACL 2019