Machine Translation

Paper Group ANR 1055

October 16, 2019

Video Representation Learning Using Discriminative Pooling. 2D/3D Megavoltage Image Registration Using Convolutional Neural Networks. On Evaluating the Generalization of LSTM Models in Formal Languages. Introduction to the SP theory of intelligence. Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning. How to Read …

Paper Group ANR 1056

October 16, 2019

Causal Reasoning for Algorithmic Fairness. Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking. A discrete version of CMA-ES. Active Ranking with Subset-wise Preferences. Robust Optimization over Multiple Domains. Learning from Chunk-based …

Paper Group ANR 1059

October 16, 2019

Stochastic Variance-Reduced Hamilton Monte Carlo Methods. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition. Comparison-Based Random Forests. A fast quasi-Newton-type method for large-scale stochastic optimisation. Future-Prediction-Based Model for Neural Machine Translation. Improving Massive MIMO Belief Pro …

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 1064

October 16, 2019

An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction. Counting in Language with RNNs. PSICA: decision trees for probabilistic subgroup identification with categorical treatments. Parallel and Streaming Algorithms for K-Core Decomposition. RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imita …

Paper Group ANR 1074

October 16, 2019

A New Optimization Layer for Real-Time Bidding Advertising Campaigns. STS Classification with Dual-stream CNN. Jointly Localizing and Describing Events for Dense Video Captioning. C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. Spatial Morphing Kernel Regression For Feature Interpolation. Simplifying Senten …

Paper Group ANR 1075

October 16, 2019

An Agent-Based Simulation of Residential Location Choice of Tenants in Tehran, Iran. CAAD 2018: Powerful None-Access Black-Box Attack Based on Adversarial Transformation Network. Adversarial Learning of Semantic Relevance in Text to Image Synthesis. Correcting differences in multi-site neuroimaging data using Generative Adversarial Networks. Whitte …

Paper Group ANR 1076

October 16, 2019

Target Transfer Q-Learning and Its Convergence Analysis. A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation. Emulating dynamic non-linear simulators using Gaussian processes. Tube-CNN: Modeling temporal evolution of appearance for object detection in video. Dialog-context aware end-to-end speech recognition. Speake …

Paper Group ANR 1090

October 16, 2019

Acoustic Scene Classification: A Competition Review. Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering. Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD. Exploring Gap Filling as a Cheaper Alternative to Reading Comprehension Questionnaires when …

Paper Group ANR 1091

October 16, 2019

Towards Decentralization of Social Media. Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling. Near-Linear Time Local Polynomial Nonparametric Estimation. Fast Decoding in Sequence Models using Discrete Latent Variables. Multi-User Multi-Armed Bandits for Uncoordinated Spectrum Access. Travel Speed Prediction with a Hierarchic …

Paper Group ANR 1092

October 16, 2019

A short review on Applications of Deep learning for Cyber security. Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification. Process Monitoring Using Maximum Sequence Divergence. Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization. Bayesian Optimization Using Monotonicity Information a …

Paper Group ANR 1096

October 16, 2019

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. On Lebesgue Integral Quadrature. A User-based Visual Analytics Workflow for Exploratory Model Analysis. The USTC-NEL Speech Translation system at IWSLT 2018. Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines. Psychological State in Text: A Limitation …

Paper Group ANR 1101

October 16, 2019

Image denoising through bivariate shrinkage function in framelet domain. Mitigation of Adversarial Attacks through Embedded Feature Selection. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce. Real-Valued Evolutio …

Paper Group ANR 1102

October 16, 2019

Robust Bayesian Model Selection for Variable Clustering with the Gaussian Graphical Model. Automatic Summarization of Student Course Feedback. Learning with Interpretable Structure from Gated RNN. Stationary Geometric Graphical Model Selection. AgileNet: Lightweight Dictionary-based Few-shot Learning. No New-Net. Degrees of Freedom and Model Select …

Paper Group ANR 1103

October 16, 2019

Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd. Video Compression through Image Interpolation. Convolutional Sparse Coding for High Dynamic Range Imaging. Distribution Discrepancy Maximization for Image Privacy Preserving. Can We Assess Mental Health through Social Media and Smart Devices? Addressing Bias in Methodology and Evaluation. Evo …

Paper Group ANR 1104

October 16, 2019

Extreme Adaptation for Personalized Neural Machine Translation. Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration. TrQuery: An Embedding-based Framework for Recommanding SPARQL Queries. Pattern Recognition Approach to Violin Shapes of MIMO database. Detecting Satire in the News with Machine Learning. CrowdCam: Dynami …

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 1118

October 16, 2019

Naive Bayes Entrapment Detection for Planetary Rovers. Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent. $\mathcal{G}$-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space. Theoretical Guarantees of Deep Embedding Losses Under Label Noise. Deceiving End-to-End Deep Learning Malware Detec …

Paper Group ANR 1119

October 16, 2019

Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction. KonIQ-10k: Towards an ecologically valid and large-scale IQA database. Deep Energy Estimator Networks. New Feature Detection Mechanism for Extended Kalman Filter Based Monocular SLAM with 1-Point RANSAC. Left Vent …

Paper Group ANR 1120

October 16, 2019

Novelty Detection Meets Collider Physics. Phrase Table as Recommendation Memory for Neural Machine Translation. Population Anomaly Detection through Deep Gaussianization. Piano Genie. Annotation Artifacts in Natural Language Inference Data. Towards Machine Learning Induction. Deep contextualized word representations for detecting sarcasm and irony. …

Paper Group ANR 1121

October 16, 2019

Fundamental Resource Trade-offs for Encoded Distributed Optimization. Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy. Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images. Generating Talking Face Landmarks from Speech. Unsupervised Object …

Paper Group ANR 1127

October 16, 2019

The Complexity of Splitting Necklaces and Bisecting Ham Sandwiches. On the Graded Acceptability of Arguments in Abstract and Instantiated Argumentation. Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3. Making Deep Heatmaps Robust to Partial Occlusions for 3D Object Pose Estimation. The Capacity Constrained Facility Location problem …

Paper Group ANR 1135

October 16, 2019

Automated Process Planning for Hybrid Manufacturing. Moving Vehicle Detection Using AdaBoost and Haar-Like Feature in Surveillance Videos. A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents. Diversity and degrees of freedom in regression ensembles. Embarrassingly Simple Model for Early Action Pro …

Paper Group ANR 1139

October 16, 2019

3D G-CNNs for Pulmonary Nodule Detection. Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization. Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression. Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction. Covariance-Insured Screening. Neu …

Paper Group ANR 1141

October 16, 2019

A Simple Quantum Neural Net with a Periodic Activation Function. 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine. A Survey on Semantic Parsing. Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses. Cross Script Hindi English NER Corpus from Wikipedia. Augment …

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 1149

October 16, 2019

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 …