The Trimmed Lasso: Sparsity and Robustness. Relation Networks for Object Detection. Learning to Acquire Information. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. Linear Disentangled Representation Learning for Facial Actions. Deep Recurrent NMF for Speech Separation by Unfolding Iterative Thresholding …

Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation. nuts-flow/ml: data pre-processing for deep learning. Global-Local Airborne Mapping (GLAM): Reconstructing a City from Aerial Videos. Conditional generation of multi-modal data using constrained embedding space mapping. A Data Science Approach to Understanding Resi …

Robust Registration of Gaussian Mixtures for Colour Transfer. Transfer Learning for Speech Recognition on a Budget. Get To The Point: Summarization with Pointer-Generator Networks. Eye In-Painting with Exemplar Generative Adversarial Networks. Progressive Learning for Systematic Design of Large Neural Networks. Learning to Find Good Correspondences …

Ensemble Multi-task Gaussian Process Regression with Multiple Latent Processes. Deep Recurrent Gaussian Process with Variational Sparse Spectrum Approximation. Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer’s Disease. Resurrecting the sigmoid in deep learning through dynami …

Regret Analysis for Continuous Dueling Bandit. Bandits with Movement Costs and Adaptive Pricing. Improving Content-Invariance in Gated Autoencoders for 2D and 3D Object Rotation. Diversification-Based Learning in Computing and Optimization. Deep Reinforcement Learning for High Precision Assembly Tasks. Discriminant Projection Representation-based C …