High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures. The Text-Based Adventure AI Competition. Learning to Shoot in First Person Shooter Games by Stabilizing Actions and Clustering Rewards for Reinforcement Learning. Memorable Maps: A Framework for Re-defining Places in Visual Place Recognition. MVSNet: …

Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification. Sequence-Aware Recommender Systems. Single-View Place Recognition under Seasonal Changes. SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks. TallyQA: Answering Complex Counting Questions. 3DFeat-Net: Weakly Supervised Local 3D Features for Po …

Edit Probability for Scene Text Recognition. Learning Graph Embeddings from WordNet-based Similarity Measures. Features for Multi-Target Multi-Camera Tracking and Re-Identification. Convolutional neural networks in phase space and inverse problems. Learn and Pick Right Nodes to Offload. Attention-based sequence-to-sequence model for speech recognit …

i3PosNet: Instrument Pose Estimation from X-Ray in temporal bone surgery. LoopSmart: Smart Visual SLAM Through Surface Loop Closure. Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning. A Stacked Autoencoder Neural Network based Automated Feature Extraction Method for Anomaly detec …

Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid Coding Micro-Texture Features. Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition. Spectral Methods from Tensor Networks. Confidence Prediction for Lexicon-Free OCR. Evaluation of the visual odometry methods for semi-dense real-time. …

Accelerated Gossip via Stochastic Heavy Ball Method. A Mean-Field Optimal Control Formulation of Deep Learning. Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task. The Research of the Real-time Detection and Recognition of Targets in Stre …

Uncertainty in Multitask Transfer Learning. Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval. Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. Q-learning with Nearest Neighbors. New Results on Multi-Step Traffic Flow Prediction. Extended Affinity Propag …

Classifying Data with Local Hamiltonians. Supervising Unsupervised Learning with Evolutionary Algorithm in Deep Neural Network. Learning Flexible and Reusable Locomotion Primitives for a Microrobot. Non-locally Enhanced Encoder-Decoder Network for Single Image De-raining. Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quant …

Co-occurrence of the Benford-like and Zipf Laws Arising from the Texts Representing Human and Artificial Languages. Deep Learning Approach for Predicting 30 Day Readmissions after Coronary Artery Bypass Graft Surgery. dynnode2vec: Scalable Dynamic Network Embedding. A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival …

Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis. Iterative Global Similarity Points : A robust coarse-to-fine integration solution for pairwise 3D point cloud registration. Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography. Multifunction Cognitive Radar Task Scheduling …

HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration. Interpret Neural Networks by Identifying Critical Data Routing Paths. Inferring Light Fields From Shadows. Residual Loss Prediction: Reinforcement Learning With No Incremental Feedback. Uni-DUE Student Team: Tackling fact checking through decomposable attention neural network. Impro …

Pretraining Sentiment Classifiers with Unlabeled Dialog Data. Researching Less-Resourced Languages – the DigiSami Corpus. Efficient Global Point Cloud Registration by Matching Rotation Invariant Features Through Translation Search. Variance Regularized Counterfactual Risk Minimization via Variational Divergence Minimization. When does deep multi-t …

Denoising Time Series Data Using Asymmetric Generative Adversarial Networks. Differentially Private Robust Low-Rank Approximation. Understanding the Effect of Gender and Stance in Opinion Expression in Debates on ``Abortion’'. AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos. Universal Dependencies and Quantitative Typolo …