Evidential Label Propagation Algorithm for Graphs. SHAPE: Linear-Time Camera Pose Estimation With Quadratic Error-Decay. Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series. Towards Semantic Integration of Heterogeneous Sensor Data with Indigenous Knowledge for Droug …

A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation. Method to Assess the Temporal Persistence of Potential Biometric Features: Application to Oculomotor, and Gait-Related Databases. Neither Quick Nor Proper – Evaluation of QuickProp for Learning Deep Neural Networks. Optical Flow with Semantic Segmentation and Localized Layers. …

Input Convex Neural Networks. Temporal Learning and Sequence Modeling for a Job Recommender System. A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans. Deep Fully-Connected Networks for Video Compressive Sensing. Deep Learning for Music. Word Ordering Without Syntax. On Image segmentation using Fractional Gradients-Learning Model P …

Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering. Preliminaries of a Space Situational Awareness Ontology. Drawing and Recognizing Chinese Characters with Recurrent Neural Network. Fully Convolutional Networks for Semantic Segmentation. Sequence-to-point learning with neural networks for nonintrusive load monitoring. Deep …

Expert Gate: Lifelong Learning with a Network of Experts. Adversarial examples in the physical world. InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning. COCO: A Platform for Comparing Continuous Optimizers in a Bla …

Robust Lineage Reconstruction from High-Dimensional Single-Cell Data. Deep Learning in Multi-Layer Architectures of Dense Nuclei. Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete Libraries. Personalized Video Recommendation Using Rich Contents from Videos. Technical Report on the CleverHans v2.1.0 Adversarial Ex …

Find an Optimal Path in Static System and Dynamical System within Polynomial Runtime. Geometry of 3D Environments and Sum of Squares Polynomials. Large scale near-duplicate image retrieval using Triples of Adjacent Ranked Features (TARF) with embedded geometric information. Machine Learning for Visual Navigation of Unmanned Ground Vehicles. Towards …

Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems. Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes. Task Specific Adversarial Cost Function. Global Continuous Optimization with Error Bound and Fast Convergence. Swipe Mosaics from Video. Observing and Recom …

DNA Image Pro – A Tool for Generating Pixel Patterns using DNA Tile Assembly. Projected Estimators for Robust Semi-supervised Classification. Adaptive Combination of l0 LMS Adaptive Filters for Sparse System Identification in Fluctuating Noise Power. GIFT: A Real-time and Scalable 3D Shape Search Engine. Multilingual Multiword Expressions. Machine …

Radiation Search Operations using Scene Understanding with Autonomous UAV and UGV. Sequential Cost-Sensitive Feature Acquisition. Mining Spatio-temporal Data on Industrialization from Historical Registries. $\ell_1$ Regularized Gradient Temporal-Difference Learning. FOMTrace: Interactive Video Segmentation By Image Graphs and Fuzzy Object Models. T …