NestedNet: Learning Nested Sparse Structures in Deep Neural Networks. On the choice of the low-dimensional domain for global optimization via random embeddings. Online Multiclass Boosting. Reinforcement Learning for Pivoting Task. EAST: An Efficient and Accurate Scene Text Detector. Limited-Memory Matrix Adaptation for Large Scale Black-box Optimiz …

Effective Image Differencing with ConvNets for Real-time Transient Hunting. Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings. A Dual Sparse Decomposition Method for Image Denoising. HPatches: A benchmark and evaluation of handcrafted and learned local descriptors. Avoiding Your Teacher’s Mistakes: Training Neural …

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising. A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising. Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection. Personalized Age Progression with Bi-level Aging Dictionary Learning. Phone-aware Neural Language Identi …

Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task. Communication-Efficient Distributed Learning of Discrete Distributions. Weighted-Entropy-Based Quantization for Deep Neural Networks. How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?. Detection of Chines …

On the annotation of vague expressions: a case study on Romanian historical texts. Summarizing Lengthy Questions. Identifying Speakers and Listeners of Quoted Speech in Literary Works. Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes. Selective Decoding for Cross-lingual Open Information Extraction. Collecting fluency correct …

Learning a model of facial shape and expression from 4D scans. AutoLearn - Automated Feature Generation and Selection. DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis. Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings. How Many Stemmata with Root De …