Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches. A new dataset and model for learning to understand navigational instructions. Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions. DeepVoxels: Learning Persistent 3D Feature Embeddings. Chinese Pinyin Aided …

Soft Computing Techniques for Dependable Cyber-Physical Systems. Face Recognition from Sequential Sparse 3D Data via Deep Registration. Planning and Synthesis Under Assumptions. A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI. Conditional Infilling GANs for Data Augmentation in Mammogram Classification. Approximate Distribution …

Scalable Meta-Learning for Bayesian Optimization. Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning. Learning Representations of Spatial Displacement through Sensorimotor Prediction. Modeling Global Dynamics from Local Snapshots with Deep Generative Neural Networks. Lidar Cloud Detection with Fully …

The Visual Centrifuge: Model-Free Layered Video Representations. Transfer Learning of Artist Group Factors to Musical Genre Classification. Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks. GANs for Medical Image Analysis. Tensor Matched Kronecker-Structured Subspace Detection for Mis …