Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions. Generalization of metric classification algorithms for sequences classification and labelling. CNN for License Plate Motion Deblurring. Learning Dynamic Classes of Events using Stacked Multilayer Perceptron Networks. PCA Method for Automated Detection of Mispronoun …

Lazy Evaluation of Convolutional Filters. Stereo Video Deblurring. Neural Random Forests. Non-contact hemodynamic imaging reveals the jugular venous pulse waveform. Perfect Fingerprint Orientation Fields by Locally Adaptive Global Models. Enhanced perceptrons using contrastive biclusters. Fast Video Classification via Adaptive Cascading of Deep Mod …

Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs. Poisson multi-Bernoulli conjugate prior for multiple extended object filtering. Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge. Visual-Inertial Monocular SLAM with Map Reuse. Learning HMMs with Nonpar …

An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics. Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data. Sampling Generative Networks. It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. Communication-Efficient Learning of Deep Networks from Decentralized Data. Latent Pre …

A Deep Multi-Level Network for Saliency Prediction. Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation. ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation. Event-based, 6-DOF Camera Tracking from Photometric Depth Maps. VConv-DAE: Dee …

Early Methods for Detecting Adversarial Images. FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks. Unrolled Generative Adversarial Networks. A Neural Approach to Blind Motion Deblurring. YouTube-8M: A Large-Scale Video Classification Benchmark. Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL A …

Analyzing the group sparsity based on the rank minimization methods. How can one sample images with sampling rates close to the theoretical minimum?. Multilingual Modal Sense Classification using a Convolutional Neural Network. Preoperative Volume Determination for Pituitary Adenoma. Computing threshold functions using dendrites. A self-tuning Fire …

DeepPicker: a Deep Learning Approach for Fully Automated Particle Picking in Cryo-EM. Non-Local Color Image Denoising with Convolutional Neural Networks. A Discontinuous Neural Network for Non-Negative Sparse Approximation. Active Discriminative Text Representation Learning. GraphPrints: Towards a Graph Analytic Method for Network Anomaly Detection …

A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games. Combining policy gradient and Q-learning. Efficient Two-Stream Motion and Appearance 3D CNNs for Video Classification. Deep Motion Features for Visual Tracking. Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognit …

DSIC-ELIRF at SemEval-2016 Task 4: Message Polarity Classification in Twitter using a Support Vector Machine Approach. ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling. An Empirical Evaluation of Noise Contrastive Estimation for the Neural Network Joint Model of Translation. Generating Video Description …