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Representation Learning

2843 directly classified papers

Papers per year

Papers

Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities ACL 2018
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base ACL 2018
A Neural Morphological Analyzer for Arapaho Verbs Learned from a Finite State Transducer COLING 2018
The Role of Temporal Variation in Narrative Organization INTERSPEECH 2018
Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information EMNLP 2018
Generalizing Word Embeddings using Bag of Subwords EMNLP 2018
Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space EMNLP 2018
Quantifying Context Overlap for Training Word Embeddings EMNLP 2018
Why is unsupervised alignment of English embeddings from different algorithms so hard? EMNLP 2018
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP 2018
Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms CVPR 2018
Semi-Parametric Image Synthesis CVPR 2018
A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018
Large-Scale Distance Metric Learning With Uncertainty CVPR 2018
HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization CVPR 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR 2018
Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018
Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018
Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018
Analytical Modeling of Vanishing Points and Curves in Catadioptric Cameras CVPR 2018
Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective CVPR 2018
Controllable Invariance through Adversarial Feature Learning NIPS 2017
Prerequisite Relation Learning for Concepts in MOOCs ACL 2017
Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL 2017
The strange geometry of skip-gram with negative sampling EMNLP 2017