Convex Class Model on Symmetric Positive Definite Manifolds. Don’t Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation. Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging. Towards the Targeted Environment-Specific Evolution of Robot Components. Sample Dropout for Audio Sc …

Structure Learning of Deep Networks via DNA Computing Algorithm. A Byte-sized Approach to Named Entity Recognition. Broadband Analog Aggregation for Low-Latency Federated Edge Learning (Extended Version). On Reinforcement Learning for Full-length Game of StarCraft. Application of Bounded Total Variation Denoising in Urban Traffic Analysis. Multiple …

Compressed Sensing Parallel MRI with Adaptive Shrinkage TV Regularization. Controllable Neural Story Plot Generation via Reinforcement Learning. Building Prior Knowledge: A Markov Based Pedestrian Prediction Model Using Urban Environmental Data. Spectral Mixture Kernels with Time and Phase Delay Dependencies. Extreme Relative Pose Estimation for RG …

Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction. KonIQ-10k: Towards an ecologically valid and large-scale IQA database. Deep Energy Estimator Networks. New Feature Detection Mechanism for Extended Kalman Filter Based Monocular SLAM with 1-Point RANSAC. Left Vent …

A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data. Data-Efficient Graph Embedding Learning for PCB Component Detection. A two-stage 3D Unet framework for multi-class segmentation on full resolution image. Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multise …

Predicting Human Trustfulness from Facebook Language. Automatic Identification of Closely-related Indian Languages: Resources and Experiments. How to Make Causal Inferences Using Texts. A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM. Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using D …

A neural parser as a direct classifier for head-final languages. Now I Remember! Episodic Memory For Reinforcement Learning. Alignment, Acceptance, and Rejection of Group Identities in Online Political Discourse. Verb Alternations and Their Impact on Frame Induction. QuantTree: Histograms for Change Detection in Multivariate Data Streams. A Neural …

Phone Merging For Code-Switched Speech Recognition. KDE-AFFECT at SemEval-2018 Task 1: Estimation of Affects in Tweet by Using Convolutional Neural Network for n-gram. RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem. Predicting Multiple Actions for Stochastic Continuous Control. An Ensemb …

What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets. Unsupervised Bilingual Lexicon Induction via Latent Variable Models. Complex Word Identification: Convolutional Neural Network vs. Feature Engineering. CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities. Noise-Base …