Representation Learning

Interpreting Neural Networks with Nearest Neighbors EMNLP 2018 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018 Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness NAACL 2018 Invariant Representations without Adversarial Training NeurIPS 2018 InverseFaceNet: Deep Monocular Inverse Face Rendering CVPR 2018 Investigating Effective Parameters for Fine-tuning of Word Embeddings Using Only a Small Corpus ACL 2018 Investigating the Challenges of Temporal Relation Extraction from Clinical Text EMNLP 2018 Investigating the Working of Text Classifiers COLING 2018 Investigating Utterance Level Representations for Detecting Intent from Acoustics Interspeech 2018 Investigation of Using Disentangled and Interpretable Representations for One-shot Cross-lingual Voice Conversion Interspeech 2018 Investigation on Estimation of Sentence Probability by Combining Forward, Backward and Bi-directional LSTM-RNNs Interspeech 2018 Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition Interspeech 2018 Isolating Sources of Disentanglement in Variational Autoencoders NeurIPS 2018 Iterative Supervised Principal Components AISTATS 2018 I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification Interspeech 2018 Jerk-Aware Video Acceleration Magnification CVPR 2018 Joint Embedding of Words and Labels for Text Classification ACL 2018 Joint Extraction of Entities and Relations Based on a Novel Graph Scheme IJCAI 2018 JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets ICML 2018 Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018 Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks IJCAI 2018 Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings EMNLP 2018 Joint Patch-Group Based Sparse Representation for Image Inpainting ACML 2018 JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features COLING 2018 Keep It or Not: Word Level Quality Estimation for Post-Editing EMNLP 2018