Deep Learning

Universal Denoising Networks : A Novel CNN Architecture for Image Denoising CVPR 2018 Universal Dependency Parsing with a General Transition-Based DAG Parser CoNLL 2018 Universal Language Model Fine-tuning for Text Classification ACL 2018 Universal Sentence Encoder for English EMNLP 2018 Unpaired Learning of Dense Visual Depth Estimators for Urban Environments CoRL 2018 Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018 Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018 Unspeech: Unsupervised Speech Context Embeddings Interspeech 2018 Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP 2018 Unsupervised Cipher Cracking Using Discrete GANs ICLR 2018 Unsupervised Correlation Analysis CVPR 2018 Unsupervised Cross-lingual Transfer of Word Embedding Spaces EMNLP 2018 Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NeurIPS 2018 Unsupervised Deep Generative Adversarial Hashing Network CVPR 2018 Unsupervised Disambiguation of Syncretism in Inflected Lexicons NAACL 2018 Unsupervised Discovery of Object Landmarks as Structural Representations CVPR 2018 Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation ACL 2018 Unsupervised Disentangled Representation Learning with Analogical Relations IJCAI 2018 Unsupervised Domain Adaptation With Similarity Learning CVPR 2018 Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR 2018 Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation ACML 2018 Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound NeurIPS 2018 Unsupervised Learning of Artistic Styles with Archetypal Style Analysis NeurIPS 2018 Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction CVPR 2018 Unsupervised Learning of Shape and Pose with Differentiable Point Clouds NeurIPS 2018