Representation Learning

Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018 Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018 Features for Multi-Target Multi-Camera Tracking and Re-Identification CVPR 2018 Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization CVPR 2018 Fine-grained Image Classification by Visual-Semantic Embedding IJCAI 2018 Fixing a Broken ELBO ICML 2018 FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 Frame-Recurrent Video Super-Resolution CVPR 2018 Future Frame Prediction for Anomaly Detection – A New Baseline CVPR 2018 Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018 Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018 Geometry-Aware Deep Network for Single-Image Novel View Synthesis CVPR 2018 Geometry-Aware Learning of Maps for Camera Localization CVPR 2018 Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NeurIPS 2018 Global Versus Localized Generative Adversarial Nets CVPR 2018 GLoMo: Unsupervised Learning of Transferable Relational Graphs NeurIPS 2018 GNEG: Graph-Based Negative Sampling for word2vec ACL 2018 Grammar Induction with Neural Language Models: An Unusual Replication EMNLP 2018 Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018 Group Equivariant Capsule Networks NeurIPS 2018 HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR 2018 Hashing as Tie-Aware Learning to Rank CVPR 2018 High Performance Visual Tracking With Siamese Region Proposal Network CVPR 2018 HOUDINI: Lifelong Learning as Program Synthesis NeurIPS 2018