Machine Translation

Paper Group ANR 691

January 29, 2020

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems. Co-Attentive Cross-Modal Deep Learning for Medical Evidence Synthesis and Decision Making. Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances. Deep-learning PDEs with unlabe …

Paper Group ANR 694

January 29, 2020

Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity. Duet at TREC 2019 Deep Learning Track. Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications. Efficient Sample-based Neural Architecture Search with Learnable Predictor. Patch Refinement – Localized 3D Object Detection …

Paper Group ANR 695

January 29, 2020

Meta Module Network for Compositional Visual Reasoning. Testing Self-Organizing Multiagent Systems. Distributed Learning with Compressed Gradient Differences. Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers. Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Ap …

Paper Group ANR 706

January 29, 2020

Constructing the Matrix Multilayer Perceptron and its Application to the VAE. Scalable Deep Unsupervised Clustering with Concrete GMVAEs. A Test Suite and Manual Evaluation of Document-Level NMT at WMT19. Teaching Responsible Data Science: Charting New Pedagogical Territory. Using Neural Networks for Relation Extraction from Biomedical Literature. …

Paper Group ANR 714

January 29, 2020

SADIH: Semantic-Aware DIscrete Hashing. Accuracy comparison across face recognition algorithms: Where are we on measuring race bias?. Subjectivity and complexity of facial attractiveness. VAT tax gap prediction: a 2-steps Gradient Boosting approach. Visual-based Autonomous Driving Deployment from a Stochastic and Uncertainty-aware Perspective. Targ …

Paper Group ANR 716

January 29, 2020

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. Minimal penalties and the slope heuristics: a survey. A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design. Real …

Paper Group ANR 718

January 29, 2020

Data-Efficient Mutual Information Neural Estimator. SHREWD: Semantic Hierarchy-based Relational Embeddings for Weakly-supervised Deep Hashing. Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder. Multi-views Embedding for Cattle Re-identification. RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruc …

Paper Group ANR 724

January 29, 2020

Listening between the Lines: Learning Personal Attributes from Conversations. Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder. On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM. Modeling Confidence in Sequence-to-Sequence Models. Stochastic Conditional Gradient++. Improved Algorithm on Online Cluster …

Paper Group ANR 746

January 29, 2020

Robustification of deep net classifiers by key based diversified aggregation with pre-filtering. Discriminative Principal Component Analysis: A REVERSE THINKING. Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation. Producing Corpora of Medieval and Premodern Occitan. Shape2Motion: Joint Analysis of Motion Parts a …

Paper Group ANR 747

January 29, 2020

Your Gameplay Says It All: Modelling Motivation in Tom Clancy’s The Division. Solving the Reaction-Diffusion equation based on analytical methods and deep learning algorithm; the Case study of sulfate attack to concrete. A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing. High-speed Video from Asynchronous Camera A …

Paper Group ANR 749

January 29, 2020

Randomized Reactive Redundancy for Byzantine Fault-Tolerance in Parallelized Learning. Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. Automatic Ensemble Learning for Online Influence Maximization. Learning retrosynthetic planning through self-play. Controlling Text Complexity in Neural Machine Translation. Triply R …

Paper Group ANR 754

January 29, 2020

General Convolutional Sparse Coding with Unknown Noise. Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks. Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity. Extending Description Logic EL++ with Linear Constraints on the Probability …

Paper Group ANR 756

January 29, 2020

Towards AutoML in the presence of Drift: first results. The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design. SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization. Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. EDUCE: Explaining model Decisions through …

Paper Group ANR 760

January 29, 2020

Preprocessing Methods and Pipelines of Data Mining: An Overview. ArCo: the Italian Cultural Heritage Knowledge Graph. Deep Detector Health Management under Adversarial Campaigns. Hyperparameter Optimisation with Early Termination of Poor Performers. A Targeted Acceleration and Compression Framework for Low bit Neural Networks. Algorithms for certai …

Paper Group ANR 762

January 29, 2020

Learning and T-Norms Theory. Mobile Recognition of Wikipedia Featured Sites using Deep Learning and Crowd-sourced Imagery. Efficient Object Detection Model for Real-Time UAV Applications. Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core. Scene Graph based Image Retrieval – A case study on the CLEVR Dataset. ROI Regularization fo …

Paper Group ANR 767

January 29, 2020

Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference. Beyond Top-Grasps Through Scene Completion. Trajectory-Based Recognition of Dynamic Persian Sign Language Using Hidden Markov Model. Neural Decoder for Topological Codes using Pseudo-Inverse of Parity Check Matrix. A Baseline Neural Machine Translation System for Indian …

Paper Group ANR 769

January 29, 2020

The Complexity of Making the Gradient Small in Stochastic Convex Optimization. Reference-Based Sequence Classification. On the Importance of Delexicalization for Fact Verification. Attributed Graph Learning with 2-D Graph Convolution. Conversational Product Search Based on Negative Feedback. Distribution-Dependent Analysis of Gibbs-ERM Principle. N …

Paper Group ANR 1006

January 28, 2020

Cross-referencing Social Media and Public Surveillance Camera Data for Disaster Response. Deep Learning and Control Algorithms of Direct Perception for Autonomous Driving. DCEF: Deep Collaborative Encoder Framework for Unsupervised Clustering. Butterfly Transform: An Efficient FFT Based Neural Architecture Design. A Deep Q-Learning Method for Downl …

Paper Group ANR 1007

January 28, 2020

The LIG system for the English-Czech Text Translation Task of IWSLT 2019. WOTBoost: Weighted Oversampling Technique in Boosting for imbalanced learning. ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation. A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinfor …

Paper Group ANR 1013

January 28, 2020

Exploring Frame Segmentation Networks for Temporal Action Localization. Segregation Dynamics with Reinforcement Learning and Agent Based Modeling. Learning Action Models from Disordered and Noisy Plan Traces. Object-Guided Instance Segmentation for Biological Images. Learning an Adaptive Learning Rate Schedule. Shape-aware Feature Extraction for In …

Paper Group ANR 1017

January 28, 2020

Closed-Form Full Map Posteriors for Robot Localization with Lidar Sensors. FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review. HDI-Forest: Highest Density Interval Regression Forest. Multimodal Representation Model based on Graph-Based Rank Fusion. SANet:Superpixel Attention Network for Skin Lesion Attribute …

Paper Group ANR 1022

January 28, 2020

An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction. A Maximum Entropy approach to Massive Graph Spectra. Continuous Speech Recognition using EEG and Video. Combining Deep Learning and Model-Based Methods for Robust Real-Time Semantic Landmark Detection. Coercing Machine Learning to Output Physically …

Paper Group ANR 1023

January 28, 2020

Transcriptional Response of SK-N-AS Cells to Methamidophos. Signal propagation in continuous approximations of binary neural networks. Transformer-based Acoustic Modeling for Hybrid Speech Recognition. A Proposal-based Approach for Activity Image-to-Video Retrieval. Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation. …

Paper Group ANR 1028

January 28, 2020

Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning. Evaluating structure learning algorithms with a balanced scoring function. What Makes Training Multi-Modal Classification Networks Hard?. Computing the Scope of Applicability for Acquired Task Knowledge …

Paper Group ANR 1034

January 28, 2020

Metaoptimization on a Distributed System for Deep Reinforcement Learning. Adversarial Examples for Cost-Sensitive Classifiers. Learning Efficient Representation for Intrinsic Motivation. Self-critical n-step Training for Image Captioning. Improving Domain Adaptation Translation with Domain Invariant and Specific Information. Toward A Neuro-inspired …

Paper Group ANR 1035

January 28, 2020

Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair. A Focus on Neural Machine Translation for African Languages. MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging. Introducing languid particle dynamics to a selection of PSO variants. Explainabl …

Paper Group ANR 1036

January 28, 2020

Learning Multi-Object Tracking and Segmentation from Automatic Annotations. Deep reinforcement learning in World-Earth system models to discover sustainable management strategies. Predicting Landslides Using Contour Aligning Convolutional Neural Networks. Image-Based Feature Representation for Insider Threat Classification. Improving a tf-idf weigh …

Paper Group ANR 1038

January 28, 2020

Multi-loss-aware Channel Pruning of Deep Networks. Semantic Segmentation of Seismic Images. The CM Algorithm for the Maximum Mutual Information Classifications of Unseen Instances. Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity?. Global Temporal Representation based CNNs for Infrared Action Recognition. Data-Depen …