Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images. RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information. Challenges of language technologies for the indigenous languages of the Americas. Towards a Better Understanding and Regularization of GAN Training Dynamics. Convolutional CRFs …

Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation. Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games. Derivative-free online learning of inverse dynamics models. Real-Time Monocular Object-Model Aware Sparse SLAM. Monocular Object and Plane SLAM in Stru …

Deep Metric Learning with Hierarchical Triplet Loss. An information-theoretic on-line update principle for perception-action coupling. Estimating Bayesian Optimal Treatment Regimes for Dichotomous Outcomes using Observational Data. Offline and Online calibration of Mobile Robot and SLAM Device for Navigation. Resilient Non-Submodular Maximization o …

PILAE: A Non-gradient Descent Learning Scheme for Deep Feedforward Neural Networks. Behavioral-clinical phenotyping with type 2 diabetes self-monitoring data. Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. REST: Real-to-Synthetic Transform for Illumination Invariant Camera Localization. Satellite Image Forgery …

3D Face Hallucination from a Single Depth Frame. SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination. A Bandit Approach to Multiple Testing with False Discovery Control. Face hallucination using cascaded super-resolution and identity priors. A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Gen …

Multi-task Learning on MNIST Image Datasets. Comparing Bayesian Models of Annotation. Analyzing Middle High German Syntax with RDF and SPARQL. Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach. Cross-checking WordNet and SUMO Using Meronymy. Extending the Framework of Equilibrium Propagation to General Dynamics. Multiple Gra …