Deep Learning

Universal Approximation of Input-Output Maps by Temporal Convolutional Nets NeurIPS 2019 Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019 Universal Domain Adaptation CVPR 2019 Universal Invariant and Equivariant Graph Neural Networks NeurIPS 2019 Universality and individuality in neural dynamics across large populations of recurrent networks NeurIPS 2019 Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions ICLR 2019 Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach AISTATS 2019 Universal Transformers ICLR 2019 University of Edinburgh’s submission to the Document-level Generation and Translation Shared Task EMNLP 2019 University of Tartu’s Multilingual Multi-domain WMT19 News Translation Shared Task Submission ACL 2019 Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual EMNLP 2019 Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network ACML 2019 Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck ICCV 2019 Unprocessing Images for Learned Raw Denoising CVPR 2019 Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019 Unreproducible Research is Reproducible ICML 2019 Unsupervised 3D Pose Estimation With Geometric Self-Supervision CVPR 2019 Unsupervised 3D Reconstruction Networks ICCV 2019 Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks Interspeech 2019 Unsupervised Adversarial Image Reconstruction ICLR 2019 Unsupervised Aspect-Based Multi-Document Abstractive Summarization EMNLP 2019 Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data AAAI 2019 Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation ACL 2019 Unsupervised Co-Learning on G-Manifolds Across Irreducible Representations NeurIPS 2019 Unsupervised Compositional Translation of Multiword Expressions ACL 2019