Machine Translation

Paper Group ANR 1211

January 27, 2020

Incremental embedding for temporal networks. Quantum Graph Neural Networks. Modeling Latent Sentence Structure in Neural Machine Translation. A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network. Towards Scalable Gaussian Process Modeling. Continual learning: A comparative study on how to de …

Paper Group ANR 1217

January 27, 2020

Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax. Supervised Discrete Hashing with Relaxation. Mining Uncertain Event Data in Process Mining. On the Learnability of Deep Random Networks. Aff-Wild Database and AffWildNet. Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow T …

Paper Group ANR 1218

January 27, 2020

Minimizing a Sum of Clipped Convex Functions. Cognitive Functions of the Brain: Perception, Attention and Memory. An Embedding Framework for Consistent Polyhedral Surrogates. An Effective Upperbound on Treewidth Using Partial Fill-in of Separators. KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks. Metamorphic Testing of a Deep …

Paper Group ANR 1220

January 27, 2020

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution. Photometric Transformer Networks and Label Adjustment for Breast Density Prediction. Protecting from Malware Obfuscation Attacks through Adversarial Risk Analysis. A Universal Approx …

Paper Group ANR 1224

January 27, 2020

Machine learning for protein folding and dynamics. Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness. The Power of Factorization Mechanisms in Local and Central Differential Privacy. Neural Machine Translation with Noisy Lexical Constraints. Meta-neural-network for Realtime and Passive Deep-learning-based Object Recognition. …

Paper Group ANR 1232

January 27, 2020

Leaf segmentation through the classification of edges. DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors. A Fast Free-viewpoint Video Synthesis Algorithm for Sports Scenes. Towards Annotating and Creating Sub-Sentence Summary Highlights. MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition. L …

Paper Group ANR 1236

January 27, 2020

Paper Group ANR 1238

January 27, 2020

Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora. Incremental learning of environment interactive structures from trajectories of individuals. Closed-Form Optimal Two-View Triangulation Based on Angular Errors. Using Subset Log-Likelihoods to Tri …

Paper Group ANR 1241

January 27, 2020

Grounded Agreement Games: Emphasizing Conversational Grounding in Visual Dialogue Settings. Real-world Conversational AI for Hotel Bookings. Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Descrip …

Paper Group ANR 1243

January 27, 2020

Slim LSTM networks: LSTM_6 and LSTM_C6. Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation. Neural ODEs with stochastic vector field mixtures. Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks. Framework for Inferring Following Strategies from Time Seri …

Paper Group ANR 1247

January 27, 2020

Myers-Briggs Personality Classification and Personality-Specific Language Generation Using Pre-trained Language Models. Learning Deep Transformer Models for Machine Translation. oLMpics – On what Language Model Pre-training Captures. “Hinglish” Language – Modeling a Messy Code-Mixed Language. Laguerre-Gauss Preprocessing: Line Profiles as Image F …

Paper Group ANR 1250

January 27, 2020

From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots. Oriented Point Sampling for Plane Detection in Unorganized Point Clouds. Tensor Regression Using Low-rank and Sparse Tucker Decompositions. BayesSim: adaptive domain randomization via probabilistic inference for robotics simulators. Op …

Paper Group ANR 1253

January 27, 2020

Efficient Bimanual Manipulation Using Learned Task Schemas. Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks. Tensor Completion via Gaussian Process Based Initialization. J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. Federated machine learning with Anonymous Random Hybridization …

Paper Group ANR 1257

January 27, 2020

EdgeFool: An Adversarial Image Enhancement Filter. Spoof detection using time-delay shallow neural network and feature switching. Pairwise Neural Machine Translation Evaluation. Recurrent Neural Networks (RNNs): A gentle Introduction and Overview. Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light. A sub-Riemannian model of …

Paper Group ANR 1262

January 27, 2020

Parallel Restarted SPIDER – Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity. From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions. Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. A Compara …

Paper Group ANR 1264

January 27, 2020

Approximate matrix completion based on cavity method. Improving CCTA based lesions’ hemodynamic significance assessment by accounting for partial volume modeling in automatic coronary lumen segmentation. Parallelism Theorem and Derived Rules for Parallel Coherent Transformations. Efficient GAN-based method for cyber-intrusion detection. Using dynam …

Paper Group ANR 1265

January 27, 2020

Action2Vec: A Crossmodal Embedding Approach to Action Learning. 3D Robot Pose Estimation from 2D Images. Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages. A kernel log-rank test of independence for right-censored data. Survival and Neural Models for Private Equity Exit Prediction. A Framework to Explore Wor …

Paper Group ANR 1269

January 27, 2020

The FACTS of Technology-Assisted Sensitivity Review. k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants. Data Priming Network for Automatic Check-Out. I-vector Based Features Embedding for Heart Sound Classification. Complicated T …

Paper Group ANR 1270

January 27, 2020

Character 3-gram Mover’s Distance: An Effective Method for Detecting Near-duplicate Japanese-language Recipes. Histographs: Graphs in Histopathology. Weakly Supervised Object Localization with Inter-Intra Regulated CAMs. A Short Note on the Kinetics-700 Human Action Dataset. Benefit of Interpolation in Nearest Neighbor Algorithms. Document-level Ne …

Paper Group ANR 1271

January 27, 2020

SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data. Translationese as a Language in “Multilingual” NMT. Accurate Robotic Pouring for Serving Drinks. ReNAS:Relativistic Evaluation of Neural Architecture Search. Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold. A …

Paper Group ANR 1273

January 27, 2020

Experimental Study on CTL model checking using Machine Learning. SROBB: Targeted Perceptual Loss for Single Image Super-Resolution. DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints. Mitigating Noisy Inputs for Question Answering. Architecture Search of Dynamic Cells for Semantic Video Segme …

Paper Group ANR 1274

January 27, 2020

Wasserstein Dependency Measure for Representation Learning. BEHRT: Transformer for Electronic Health Records. Acquisition of Inflectional Morphology in Artificial Neural Networks With Prior Knowledge. Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. Mixed-Integer Optimization Approach to Le …

Paper Group ANR 1277

January 27, 2020

Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison. Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings. Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series. Multi-Task Bidirectional Transformer Representations for Irony De …

Paper Group ANR 1278

January 27, 2020

4D Seismic History Matching Incorporating Unsupervised Learning. Comparison-Based Indexing From First Principles. Automated classification of plasma regions using 3D particle energy distribution. Merlin: Enabling Machine Learning-Ready HPC Ensembles. Human Vocal Sentiment Analysis. Dual Grid Net: hand mesh vertex regression from single depth maps. …

Paper Group ANR 1280

January 27, 2020

MaLTESE: Large-Scale Simulation-Driven Machine Learning for Transient Driving Cycles. Variational Auto-Decoder. Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation. Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. Designing Evaluations of Machine Learni …

Paper Group ANR 1284

January 27, 2020

Matrix and tensor decompositions for training binary neural networks. Information Robust Dirichlet Networks for Predictive Uncertainty Estimation. Video-Driven Speech Reconstruction using Generative Adversarial Networks. Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment. Recursive V …

Paper Group ANR 1291

January 27, 2020

Posing Fair Generalization Tasks for Natural Language Inference. A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. A clusterwise supervised learning procedure based on aggregation of distances. Does Object Recognition Work for Everyone?. Face Detection and Face Recognition In the Wild Using Off-the-She …

Paper Group ANR 1294

January 27, 2020

Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models. Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets. Generative Restricted Kernel Machines. Latent Retrieval for Weakly Supervised Open Domain Question Answering. Sequential Latent Spaces for Modeling the …