Architectures

Learning Multimodal Graph-to-Graph Translation for Molecule Optimization ICLR 2019 Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019 Learning Natural Language Interfaces with Neural Models Interspeech 2019 Learning Neural Bag-of-Matrix-Summarization with Riemannian Network AAAI 2019 Learning Neural Networks with Two Nonlinear Layers in Polynomial Time COLT 2019 Learning Neural PDE Solvers with Convergence Guarantees ICLR 2019 Learning Neurosymbolic Generative Models via Program Synthesis ICML 2019 Learning Non-Uniform Hypergraph for Multi-Object Tracking AAAI 2019 Learning Not to Learn: Training Deep Neural Networks With Biased Data CVPR 2019 Learning Object Context for Dense Captioning AAAI 2019 Learning One-hidden-layer Neural Networks under General Input Distributions AISTATS 2019 Learning One-hidden-layer ReLU Networks via Gradient Descent AISTATS 2019 Learning Parallax Attention for Stereo Image Super-Resolution CVPR 2019 Learning Personalized Modular Network Guided by Structured Knowledge CVPR 2019 Learning Propagation for Arbitrarily-Structured Data ICCV 2019 Learning protein sequence embeddings using information from structure ICLR 2019 Learning Protein Structure with a Differentiable Simulator ICLR 2019 Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting CVPR 2019 Learning Relational Representations by Analogy using Hierarchical Siamese Networks NAACL 2019 Learning Relational Representations with Auto-encoding Logic Programs IJCAI 2019 Learning Representations of Persistence Barcodes JMLR 2019 Learning Robust Global Representations by Penalizing Local Predictive Power NeurIPS 2019 Learning Semantic Representations for Novel Words: Leveraging Both Form and Context AAAI 2019 Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition ICCV 2019 Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks IJCAI 2019