Image-to-Image Translation

Paper Group ANR 845

October 17, 2019

Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT. Antifragility for Intelligent Autonomous Systems. Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations. Non-Oscillatory Pattern Learning for Non-Stationary Signals. Improving Face Detection Performance with 3D-Rendered Synthetic Data. …

Paper Group ANR 857

October 17, 2019

Real-Time 3D Shape of Micro-Details. Online Deep Metric Learning. On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems. Synthetic data generation for end-to-end thermal infrared tracking. Simple Large-scale Relation Extraction from Unstructured Text. Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calib …

Paper Group ANR 858

October 17, 2019

Gaussian Mixture Reduction for Time-Constrained Approximate Inference in Hybrid Bayesian Networks. AI in Education needs interpretable machine learning: Lessons from Open Learner Modelling. Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks. On Geometric Analysis of Affine Sparse Subspace Clustering. The comb …

Paper Group ANR 892

October 17, 2019

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data. 3D Video Quality Assessment. Refacing: reconstructing anonymized facial features using GANs. Plug-In Stochastic Gradient Method. LinkNBed: Multi-Graph Representation Learning with Entity Linkage. Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Contro …

Paper Group ANR 955

October 17, 2019

3D Face Hallucination from a Single Depth Frame. SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination. A Bandit Approach to Multiple Testing with False Discovery Control. Face hallucination using cascaded super-resolution and identity priors. A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Gen …

Paper Group ANR 1017

October 16, 2019

The Newton Scheme for Deep Learning. DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. Disentangling Latent Factors of Variational Auto-Encoder with Whitening. Learning to Walk via Deep Reinforcement Learning. Style Separation and Synthesis via Generative Adversarial Networks. Two geometric input transformation methods for …

Paper Group ANR 1036

October 16, 2019

Fast Object Class Labelling via Speech. Show, Attend and Translate: Unpaired Multi-Domain Image-to-Image Translation with Visual Attention. DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring. Real-Time Inference of User Types to Assist with More Inclusive Social Media Activism Campaigns. Relating Leverage S …

Paper Group ANR 1041

October 16, 2019

Advances of Scene Text Datasets. Learning to Recognize Discontiguous Entities. RedSync : Reducing Synchronization Traffic for Distributed Deep Learning. Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector. Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score …

Paper Group ANR 1046

October 16, 2019

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information. Precise Temporal Action Localization by Evolving Temporal Proposals. Neural machine translation framework based cross-lingual document vector with distance constraint training. Highly Automated Learning for Improved Active …

Paper Group ANR 1063

October 16, 2019

Domain Adaptation for Infection Prediction from Symptoms Based on Data from Different Study Designs and Contexts. A Deep Q-Learning Agent for the L-Game with Variable Batch Training. Memetic Algorithms Beat Evolutionary Algorithms on the Class of Hurdle Problems. Word Segmentation as Graph Partition. Universal Neural Machine Translation for Extreme …

Paper Group ANR 1117

October 16, 2019

BPE and CharCNNs for Translation of Morphology: A Cross-Lingual Comparison and Analysis. PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks. OptStream: Releasing Time Series Privately. Image Captioning based on Deep Reinforcement Learning. Towards End-to-End Code-Switching Speech Recognition. A Progressively-trained …

Paper Group ANR 1144

October 16, 2019

Simple and Effective Text Simplification Using Semantic and Neural Methods. Sem-GAN: Semantically-Consistent Image-to-Image Translation. A Comprehensive Survey of Ontology Summarization: Measures and Methods. What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals i …

Paper Group ANR 1146

October 16, 2019

Modeling human intuitions about liquid flow with particle-based simulation. A Semi-Markov Chain Approach to Modeling Respiratory Patterns Prior to Extubation in Preterm Infants. A Survey of Mobile Computing for the Visually Impaired. Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism. Deja Vu: Motion Prediction i …

Paper Group ANR 1160

October 16, 2019

Tensor Monte Carlo: particle methods for the GPU era. AI in Game Playing: Sokoban Solver. QuAC : Question Answering in Context. Efficient Egocentric Visual Perception Combining Eye-tracking, a Software Retina and Deep Learning. Matrix Factorization via Deep Learning. Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning. Perf …

Paper Group ANR 1161

October 16, 2019

Fast Exact Computation of Expected HyperVolume Improvement. Weakly supervised collective feature learning from curated media. External Patch-Based Image Restoration Using Importance Sampling. Context-aware Synthesis for Video Frame Interpolation. WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse. Cross-Do …

Paper Group NAWR 13

October 16, 2019

TF-LM: TensorFlow-based Language Modeling Toolkit. The ACoLi CoNLL Libraries: Beyond Tab-Separated Values. Predcnn: Predictive learning with cascade convolutions. Angiogenic Factors produced by Hypoxic Cells are a leading driver of Anastomoses in Sprouting Angiogenesis–a computational study. End-to-End Differentiable Physics for Learning and Contro …

Paper Group NAWR 34

October 16, 2019

Subword-level Word Vector Representations for Korean. Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.. Knowledge Diffusion for Neural Dialogue Generation. Slot-Gated Modeling for Joint Slot Filling and Intent Prediction. RNN-SM: Fast Steganalysis of VoIP Streams Using Recurrent Neural Network. Beyond …

Paper Group NANR 215

October 15, 2019

Meaningless yet meaningful: Morphology grounded subword-level NMT. Learning multiview embeddings for assessing dementia. Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution. The Word Analogy Testing Caveat. Towards Bridging Resolution in German: Data Analysis and Rule-based Experiments. Sisyphus …

Paper Group NANR 252

October 15, 2019

Beyond the One-Step Greedy Approach in Reinforcement Learning. SINAI at SemEval-2018 Task 1: Emotion Recognition in Tweets. Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing. A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos. CENTEMENT at SemEval-2018 Task 1: Cl …

Paper Group NANR 93

October 15, 2019

Transfer Learning on Manifolds via Learned Transport Operators. The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling. Training deep learning based denoisers without ground truth data. Stacked Latent Attention for Multimodal Reasoning. Causality Analysis of Twitter Sentiments and Stock Market Returns. …