CNNLab: a Novel Parallel Framework for Neural Networks using GPU and FPGA-a Practical Study with Trade-off Analysis. Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. Scalable and Sustainable Deep Learning via Randomized Hashing. Semidefinite Programs for Exact Recovery of a Hidden Community. Stacking machin …

Variational Neural Machine Translation. Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure. GPU-accelerated real-time stixel computation. Using Discourse Signals for Robust Instructor Intervention Prediction. Slack and Margin Rescaling as Convex Extensions of Supermodular Functions. Single-Cha …

Screening Rules for Convex Problems. Vietnamese Named Entity Recognition using Token Regular Expressions and Bidirectional Inference. Medical Image Synthesis with Context-Aware Generative Adversarial Networks. Selecting Efficient Features via a Hyper-Heuristic Approach. Using Virtual Humans to Understand Real Ones. Deep Clustering and Conventional …

Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging. Buried object detection using handheld WEMI with task-driven extended functions of multiple instances. Improved Dropout for Shallow and Deep Learning. Memory-enhanced Decoder for Neural Machine Translation. An Alternative Softmax Operator …

Image Colorization Using a Deep Convolutional Neural Network. PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation. Iterative Refinement for Machine Translation. Direct Visual Odometry using Bit-Planes. Filter based Taxonomy Modification for Improving Hierarchical Classification. Texture and Color-based Image Retrieval Using the Loca …

Using k-nearest neighbors to construct cancelable minutiae templates. Hierarchical Clustering in Face Similarity Score Space. Network of Experts for Large-Scale Image Categorization. Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities. Monaural Multi-Talker Speech Recognition using Factorial Speec …