Robustness of Bayesian Pool-based Active Learning Against Prior Misspecification. Learning Shapes by Convex Composition. An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning. On-line Bayesian System Identification. A metric for sets of trajectories that is practical and mathematically consistent. No …

From Facial Expression Recognition to Interpersonal Relation Prediction. Node-By-Node Greedy Deep Learning for Interpretable Features. SenTion: A framework for Sensing Facial Expressions. An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection. Cardiac Motion Analysis by Temporal Flow Graphs. Facial Expres …

Stacked Approximated Regression Machine: A Simple Deep Learning Approach. 4D Crop Monitoring: Spatio-Temporal Reconstruction for Agriculture. Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data. Combining Texture and Shape Cues for Object Recognition With Minimal Supervision. Multipartite Ranking-Selection o …

Scalable Adaptive Stochastic Optimization Using Random Projections. A-expansion for multiple “hedgehog” shapes. Compression and the origins of Zipf’s law for word frequencies. Sub-Linear Privacy-Preserving Near-Neighbor Search. DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression. Image Credibility Analysis with Effect …

Sentiment Analysis of Twitter Data for Predicting Stock Market Movements. Watch What You Just Said: Image Captioning with Text-Conditional Attention. Disentangling factors of variation in deep representations using adversarial training. Large-Scale Kernel Methods for Independence Testing. One-Shot Video Object Segmentation. Deep Label Distribution …

Towards Blended Reactive Planning and Acting using Behavior Trees. Object Boundary Detection and Classification with Image-level Labels. Multilinear Grammar: Ranks and Interpretations. Deep Multi-Task Learning with Shared Memory. Lexical-Morphological Modeling for Legal Text Analysis. Enhancing Genetic Algorithms using Multi Mutations. ODE - Augmen …

An Open Corpus for Named Entity Recognition in Historic Newspapers. A Reading Comprehension Corpus for Machine Translation Evaluation. Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation. Kyoto-NMT: a Neural Machine Translation implementation in Chainer. Learning a Lexicon and Translation Model from Phoneme Lattic …