CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients. Low-Cost Recurrent Neural Network Expected Performance Evaluation. When logic lays down the law. Linear-Time Constituency Parsing with RNNs and Dynamic Programming. Iris Recognition with a Database of Iris Images Obtained in Visible Light Using Smartphon …

Behavioral Cloning from Observation. Learning to Drive in a Day. DOOBNet: Deep Object Occlusion Boundary Detection from an Image. Concentrated Differentially Private Gradient Descent with Adaptive per-Iteration Privacy Budget. Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant. Context is Everything: Finding Meaning Stat …

Neural Ordinary Differential Equations. Scalable and accurate deep learning for electronic health records. Deep Vessel Segmentation By Learning Graphical Connectivity. Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond. Extracting Sentiment Attitudes From Analytical Texts. Attend, Copy, Parse – End-to-end in …

Fingerprint Presentation Attack Detection: Generalization and Efficiency. An Image dehazing approach based on the airlight field estimation. Low-Resource Speech-to-Text Translation. Dense Scene Flow from Stereo Disparity and Optical Flow. Evaluating the Complementarity of Taxonomic Relation Extraction Methods Across Different Languages. Deep Learni …

Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error. Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem. Evolutionary optimisation of neural network models for fish collective behaviours in mixed groups of robots and zebrafish. Word2Vec and Doc2Vec in Unsupervised …

Robust Estimation via Robust Gradient Estimation. Image Score: How to Select Useful Samples. Multi-Scale Supervised Network for Human Pose Estimation. Hybrid Forests for Left Ventricle Segmentation using only the first slice label. Beyond black-boxes in Bayesian inverse problems and model validation: applications in solid mechanics of elastography. …

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. Fast Distributed Deep Learning via Worker-adaptive Batch Sizing. Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks. Piecewise Flat Embedding for Image Segmentation. Robust Bayesian Cluster Enumera …

Learning Representative Temporal Features for Action Recognition. Generative Adversarial User Model for Reinforcement Learning Based Recommendation System. Large scale visual place recognition with sub-linear storage growth. Clinical Parameters Prediction for Gait Disorder Recognition. A Deep Ranking Model for Spatio-Temporal Highlight Detection fr …

BioRo: The Biomedical Corpus for the Romanian Language. Interactive Boundary Prediction for Object Selection. Predicting Discharge Disposition Using Patient Complaint Notes in Electronic Medical Records. Chinese Grammatical Error Diagnosis Based on Policy Gradient LSTM Model. DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic …

A Legal Perspective on Training Models for Natural Language Processing. Moving TIGER beyond Sentence-Level. Low-resource Post Processing of Noisy OCR Output for Historical Corpus Digitisation. Universal Dependencies for Ainu. Bridging the LAPPS Grid and CLARIN. Paraphrastic Variance between European and Brazilian Portuguese. Tilde MT Platform for D …

SemEval-2018 Task 10: Capturing Discriminative Attributes. Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models. Trapping Light for Time of Flight. Automatically Generating Questions about Novel Metaphors in Literature. Decoding Strategies for Neural Referring Expression Generation. Unsupervised Detection of Metaph …

Higher-Order Syntactic Attention Network for Longer Sentence Compression. A supervised approach to taxonomy extraction using word embeddings. Detecting Sarcasm is Extremely Easy ;-). Few-Shot Human Motion Prediction via Meta-Learning. A Survey of Machine Translation Work in the Philippines: From 1998 to 2018. MorAz: an Open-source Morphological Ana …

Clustering Convolutional Kernels to Compress Deep Neural Networks. EmojiIt at SemEval-2018 Task 2: An Effective Attention-Based Recurrent Neural Network Model for Emoji Prediction with Characters Gated Words. TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring. Translating a Math Word Problem to a Expression Tree. N …

Proceedings of the Third Workshop on Semantic Deep Learning. Visual Supervision in Bootstrapped Information Extraction. An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM. CEFR-based Lexical Simplification Dataset. Polarimetric Three-View Geometry. MemoReader: Large-Scale Reading Comprehension through Neu …