Decoding visemes: improving machine lipreading. Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization. A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection. End-To-End Face Detection and Recognition. Make Your Bone Great Again : A s …

Deformable Part-based Fully Convolutional Network for Object Detection. Unsupervised Image-to-Image Translation with Generative Adversarial Networks. Text2Action: Generative Adversarial Synthesis from Language to Action. What Can This Robot Do? Learning from Appearance and Experiments. Annotating High-Level Structures of Short Stories and Personal …

Impression Network for Video Object Detection. Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models. Descriptions of Objectives and Processes of Mechanical Learning. Formal approaches to a definition of agents. Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardware. CNN- …

Automatic Segmentation of Retinal Vasculature. Sketched Subspace Clustering. Multiqubit and multilevel quantum reinforcement learning with quantum technologies. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Learning from Comparisons and Choices. Inclusive Flavour Tagging Algorithm. Revenue-based Attribution Mode …

Developpement de Methodes Automatiques pour la Reutilisation des Composants Logiciels. From Depth Data to Head Pose Estimation: a Siamese approach. High Five: Improving Gesture Recognition by Embracing Uncertainty. Distributed Bayesian Matrix Factorization with Limited Communication. Using Deep Convolutional Networks for Gesture Recognition in Amer …

Visual Reasoning with Natural Language. Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples. Deep Learning for Sensor-based Activity Recognition: A Survey. Generative Semantic Manipulation with Contrasting GAN. An interpretable latent variable model for attribute applicability in the Amazon catalogue. LIUBoost : Locality I …

Recovering True Classifier Performance in Positive-Unlabeled Learning. Loss Max-Pooling for Semantic Image Segmentation. Structured Optimal Transport. Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. SolarisNet: A Deep Regression Network for Solar Radiation Prediction. Mastering Sketching: Adver …

Analysing Errors of Open Information Extraction Systems. Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints. Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization. Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis. P …