Hamiltonian Monte Carlo for Probabilistic Programs with Discontinuities. Insect cyborgs: Bio-mimetic feature generators improve machine learning accuracy on limited data. Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes. Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur …

Knowledge Distillation by On-the-Fly Native Ensemble. Computer vision-based framework for extracting geological lineaments from optical remote sensing data. Noise Contrastive Priors for Functional Uncertainty. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. Learning Multilingual Word Embed …

Persian Vowel recognition with MFCC and ANN on PCVC speech dataset. Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies. Synthetic Patient Generation: A Deep Learning Approach Using Variational Autoencoders. Convergent Actor-Critic Algorithms Under Off-Policy Training and Function Approxima …

Does Haze Removal Help CNN-based Image Classification?. Efficient Subpixel Refinement with Symbolic Linear Predictors. Meta Multi-Task Learning for Sequence Modeling. Saccadic Predictive Vision Model with a Fovea. Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews. A classification point-of-view a …

On the Complexity and Typology of Inflectional Morphological Systems. Scale Space Approximation in Convolutional Neural Networks for Retinal Vessel Segmentation. Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing. Monte Carlo Information Geometry: The dually flat case. Precision Highway for Ultra Low-Precision Quantization. Alt …

Honey Authentication with Machine Learning Augmented Bright-Field Microscopy. Distribution Networks for Open Set Learning. Learning Light Field Reconstruction from a Single Coded Image. TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network. The Laplacian in RL: Learning Representations with Efficient Approximations. 3D Sc …

Multi-level Memory for Task Oriented Dialogs. Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision. Semi-Dense 3D Reconstruction with a Stereo Event Camera. Specular-to-Diffuse Translation for Multi-View Reconstruction. Combining SLAM with muti-spectral photometric stereo for real-time dense 3D reconstruction. Boundary-guided Fea …

How Curiosity can be modeled for a Clickbait Detector. Towards quantitative methods to assess network generative models. Multiple Lane Detection Algorithm Based on Optimised Dense Disparity Map Estimation. Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis. Block-optimized Variable Bit Rate Neural Image Compression. What Ha …

Left-Right Comparative Recurrent Model for Stereo Matching. Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction. Open Set Adversarial Examples. Cahn–Hilliard inpainting with the double obstacle potential. AUEB at BioASQ 6: Document and Snippet Retrieval. Attending Category Disentangled …

IoT2Vec: Identification of Similar IoT Devices via Activity Footprints. A Kernel Embedding-based Approach for Nonstationary Causal Model Inference. One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL. Par4Sim – Adaptive Paraphrasing for Text Simplification. Knowledge and Blameworthiness. A Bayesian Model for Bivariate Causal I …

Real-time on-board obstacle avoidance for UAVs based on embedded stereo vision. Dependence in Propositional Logic: Formula-Formula Dependence and Formula Forgetting – Application to Belief Update and Conservative Extension. Unbiased scalable softmax optimization. The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Onlin …

Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention. On the Selection of Initialization and Activation Function for Deep Neural Networks. Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks. Modified Multidimensional Scaling and High Dimensional Clustering. Feasibi …

What Causes the Differences in Communication Styles? A Multicultural Study on Directness and Elaborateness. SenSALDO: Creating a Sentiment Lexicon for Swedish. UWB at SemEval-2018 Task 3: Irony detection in English tweets. Proceedings 14th Joint ACL - ISO Workshop on Interoperable Semantic Annotation. Proximal Graphical Event Models. Explicit Induc …

Flow Guided Recurrent Neural Encoder for Video Salient Object Detection. Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection. A Spline Theory of Deep Learning. The MADAR Arabic Dialect Corpus and Lexicon. Unsupervised Adversarial Anomaly Detection using One-Class Support Vector Machines. Optimal Structured …

Joint Learning for Targeted Sentiment Analysis. Lifelong Learning via Progressive Distillation and Retrospection. Key-Word-Aware Network for Referring Expression Image Segmentation. Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation. A Large Multilingual and Multi-domain Dataset for Recomm …