Unsupervised Learning

Generating Classical Chinese Poems from Vernacular Chinese EMNLP 2019 Generating Live Soccer-Match Commentary from Play Data AAAI 2019 Geometric Understanding for Unsupervised Subspace Learning IJCAI 2019 Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation CVPR 2019 Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping CVPR 2019 GODS: Generalized One-Class Discriminative Subspaces for Anomaly Detection ICCV 2019 Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening ACML 2019 Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019 Graph Normalizing Flows NeurIPS 2019 Greedy Structure Learning of Hierarchical Compositional Models CVPR 2019 Guiding the One-to-One Mapping in CycleGAN via Optimal Transport AAAI 2019 Harmonic Unpaired Image-to-image Translation ICLR 2019 HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings SemEval 2019 HoloGAN: Unsupervised Learning of 3D Representations From Natural Images ICCV 2019 How Large Are Lions? Inducing Distributions over Quantitative Attributes ACL 2019 How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation NAACL 2019 Hybrid Models for Aspects Extraction without Labelled Dataset EMNLP 2019 Hyperprior Induced Unsupervised Disentanglement of Latent Representations AAAI 2019 Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation CVPR 2019 IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation EMNLP 2019 Implicit Deep Latent Variable Models for Text Generation EMNLP 2019 Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019 Improving GAN with Neighbors Embedding and Gradient Matching AAAI 2019 Improving Neural Conversational Models with Entropy-Based Data Filtering ACL 2019 Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019