Probabilistic 3D Multilabel Real-time Mapping for Multi-object Manipulation. Effects of annotation granularity in deep learning models for histopathological images. Generating Scientific Question Answering Corpora from Q&A forums. Data Vision: Learning to See Through Algorithmic Abstraction. Unsupervised Semantic Attribute Discovery and Control in …

Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks. AUGMENTED POLICY GRADIENT METHODS FOR EFFICIENT REINFORCEMENT LEARNING. Sample Efficient Policy Gradient Methods with Recursive Variance Reduction. Topological Autoencoders. Policy Optimization with Stochastic Mirror Descent. Generative Latent Flow. Neural Phrase-to-P …

Fully Quantized Transformer for Improved Translation. Scalable Neural Learning for Verifiable Consistency with Temporal Specifications. Cascade Style Transfer. Randomness in Deconvolutional Networks for Visual Representation. Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning. SINGLE PATH ONE-SHOT NEURAL ARCHITECTURE …