Representation Learning

The Impact of Word Representations on Sequential Neural MWE Identification ACL 2019 The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos CVPR 2019 The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations ACL 2019 Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting NeurIPS 2019 Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data AAAI 2019 Times Are Changing: Investigating the Pace of Language Change in Diachronic Word Embeddings ACL 2019 TopNet: Structural Point Cloud Decoder CVPR 2019 Towards Gene Function Prediction via Multi-Networks Representation Learning AAAI 2019 Towards Incremental Learning of Word Embeddings Using Context Informativeness ACL 2019 Towards Language Agnostic Universal Representations ACL 2019 Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019 Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019 Towards Lossless Encoding of Sentences ACL 2019 Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019 Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale Layer AAAI 2019 Towards Optimal Structured CNN Pruning via Generative Adversarial Learning CVPR 2019 Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification CVPR 2019 Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914 ACL 2019 Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach AAAI 2019 Training Deep Learning Based Image Denoisers From Undersampled Measurements Without Ground Truth and Without Image Prior CVPR 2019 TransConv: Relationship Embedding in Social Networks AAAI 2019 TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019 Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology ACL 2019 Tree Communication Models for Sentiment Analysis ACL 2019 Triple Classification Using Regions and Fine-Grained Entity Typing AAAI 2019