Novel Prediction Techniques Based on Clusterwise Linear Regression. Multitask Learning for Fundamental Frequency Estimation in Music. QuaterNet: A Quaternion-based Recurrent Model for Human Motion. Quantizing deep convolutional networks for efficient inference: A whitepaper. Deep Reinforcement Learning for Event-Triggered Control. RTSeg: Real-time …

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. Learning and Inferring Movement with Deep Generative Model. Multi-Scale Structure-Aware Network for Human Pose Estimation. The Case for Automatic Database Administration using Deep Reinforcement Learning. Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architec …

Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive. AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning. Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting. Preventing Unnecessary Groundings in the Lifte …