Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network. Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs. Fast Spectral Ranking for Similarity Search. Evaluating (and improving) the correspondence between deep neural networks and human representations …

NestedNet: Learning Nested Sparse Structures in Deep Neural Networks. On the choice of the low-dimensional domain for global optimization via random embeddings. Online Multiclass Boosting. Reinforcement Learning for Pivoting Task. EAST: An Efficient and Accurate Scene Text Detector. Limited-Memory Matrix Adaptation for Large Scale Black-box Optimiz …

Practical Bayesian Optimization for Variable Cost Objectives. Neural Message Passing for Quantum Chemistry. DOTA: A Large-scale Dataset for Object Detection in Aerial Images. Lifelong Generative Modeling. Artistic style transfer for videos and spherical images. A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase …

Neural Models for Sequence Chunking. WESPE: Weakly Supervised Photo Enhancer for Digital Cameras. StreetStyle: Exploring world-wide clothing styles from millions of photos. Geometric Dimensionality Reduction for Subsequent Classification. jsCoq: Towards Hybrid Theorem Proving Interfaces. Deep Shape Matching. A Unified Approach of Multi-scale Deep a …