Unbiased deep solvers for parametric PDEs. StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning. SupportNet: solving catastrophic forgetting in class incremental learning with support data. Multi-Pointer Co-Attention Networks for Recommendation. Context-Aware Visual Policy Network for Sequence-Level Image Captionin …

On the Complexity and Typology of Inflectional Morphological Systems. Scale Space Approximation in Convolutional Neural Networks for Retinal Vessel Segmentation. Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing. Monte Carlo Information Geometry: The dually flat case. Precision Highway for Ultra Low-Precision Quantization. Alt …

Clustrophile 2: Guided Visual Clustering Analysis. How to Improve Your Speaker Embeddings Extractor in Generic Toolkits. Can machine learning identify interesting mathematics? An exploration using empirically observed laws. Actor and Action Video Segmentation from a Sentence. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of L …

Using machine learning to create high-efficiency freeform illumination design tools. Compression of phase-only holograms with JPEG standard and deep learning. Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management. Machine Learning of Space-Fractional Differential Equations. Deep Generative Modelin …