Representation Learning

Identifying Temporal Trends Based on Perplexity and Clustering: Are We Looking at Language Change? ACL 2019 Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach EMNLP 2019 Image Super-Resolution by Neural Texture Transfer CVPR 2019 Implanting Rational Knowledge into Distributed Representation at Morpheme Level AAAI 2019 Implicit Semantic Data Augmentation for Deep Networks NeurIPS 2019 Importance Resampling for Off-policy Prediction NeurIPS 2019 Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering Interspeech 2019 Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector AAAI 2019 Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator EMNLP 2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019 Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks ACL 2019 Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019 Information Competing Process for Learning Diversified Representations NeurIPS 2019 InfoVAE: Balancing Learning and Inference in Variational Autoencoders AAAI 2019 Instance-Level Facial Attributes Transfer with Geometry-Aware Flow AAAI 2019 Interaction-And-Aggregation Network for Person Re-Identification CVPR 2019 Interpolated Spectral NGram Language Models ACL 2019 Interpretable Neural Predictions with Differentiable Binary Variables ACL 2019 Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification EMNLP 2019 Investigating Multilingual NMT Representations at Scale EMNLP 2019 Investigating Political Herd Mentality: A Community Sentiment Based Approach ACL 2019 Investigating the Effectiveness of BPE: The Power of Shorter Sequences EMNLP 2019 Iterative Alignment Network for Continuous Sign Language Recognition CVPR 2019 Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs ICLR 2019 Joint Discriminative and Generative Learning for Person Re-Identification CVPR 2019