Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations. Flow: A Modular Learning Framework for Autonomy in Traffic. Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs. On the Expressive Power of Overlapping Architectures of De …

Learning to Generate Reviews and Discovering Sentiment. Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture. Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation. Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundar …

Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge. 3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks. Language Generation with Recurrent Generative Adversarial Networks without Pre-training. Integrating Boundary and Center Correlation Filter …