Machine Translation

Paper Group ANR 1297

January 27, 2020

Network Offloading Policies for Cloud Robotics: a Learning-based Approach. Learning Instance Occlusion for Panoptic Segmentation. BitcoinHeist: Topological Data Analysis for Ransomware Detection on the Bitcoin Blockchain. Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds. A Study on Agreement in PICO Span Annotation …

Paper Group ANR 1298

January 27, 2020

Uncertainty Based Detection and Relabeling of Noisy Image Labels. Improving Sequence-to-Sequence Learning via Optimal Transport. On the Robustness of Human Pose Estimation. Hamiltonian Generative Networks. Interpreting Verbal Irony: Linguistic Strategies and the Connection to the Type of Semantic Incongruity. Vector Field Neural Networks. Conceptor …

Paper Group ANR 1301

January 27, 2020

Towards Making Deep Transfer Learning Never Hurt. Hypergraph Partitioning With Embeddings. Unsupervised Adversarial Image Inpainting. Kernel and Rich Regimes in Overparametrized Models. Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. Recurrent Instance Segmentation using Sequences of Referri …

Paper Group ANR 1306

January 27, 2020

An Interactive Musical Prediction System with Mixture Density Recurrent Neural Networks. ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling – RRC-LSVT. A Unified Point-Based Framework for 3D Segmentation. Neural Machine Translation with Recurrent Highway Networks. Transfer Learning with Sparse Associative Memories. Toward …

Paper Group ANR 1313

January 27, 2020

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle. MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. There are No Bit Parts for Sign Bits in Black-Box Attacks. Gaussian DAGs on network data. Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders. …

Paper Group ANR 1315

January 27, 2020

Towards Geocoding Spatial Expressions. A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks. TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition. Exploration of Neural Machine Translation in Autoformalization of Mathematics in Mizar. Influen …

Paper Group ANR 1316

January 27, 2020

PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension. Attention-based Supply-Demand Prediction for Autonomous Vehicles. A Stochastic Variance Reduced Nesterov’s Accelerated Quasi-Newton Method. Anti-efficient encoding in emergent communication. Relaxed Softmax for learning …

Paper Group ANR 1319

January 27, 2020

Interactive Image Segmentation using Label Propagation through Complex Networks. A General Decoupled Learning Framework for Parameterized Image Operators. Improving performance and inference on audio classification tasks using capsule networks. Transductive Parsing for Universal Decompositional Semantics. Referring to Objects in Videos using Spatio …

Paper Group ANR 1324

January 27, 2020

$DC^2$: A Divide-and-conquer Algorithm for Large-scale Kernel Learning with Application to Clustering. Quadratic Q-network for Learning Continuous Control for Autonomous Vehicles. Crime Analysis using Open Source Information. Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History. Challenges in Building Inte …

Paper Group ANR 1326

January 27, 2020

Weather event severity prediction using buoy data and machine learning. Learning Your Way Without Map or Compass: Panoramic Target Driven Visual Navigation. Measuring Mother-Infant Emotions By Audio Sensing. Aggregated Hold-Out. Improving Visual Feature Extraction in Glacial Environments. Online Learning with Diverse User Preferences. NeoNav: Impro …

Paper Group ANR 1330

January 27, 2020

Unsupervised Data Uncertainty Learning in Visual Retrieval Systems. Shape Detection of Liver From 2D Ultrasound Images. Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection. Discrete Optimal Graph Clustering. Distribution Calibration for Regression. Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide …

Paper Group ANR 1333

January 27, 2020

Contextual Online False Discovery Rate Control. Volumetric Capture of Humans with a Single RGBD Camera via Semi-Parametric Learning. Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping. A Useful Taxonomy for Adversarial Robustness of Neural Networks. M3D-GAN: Multi-Modal Multi-Domain Trans …

Paper Group ANR 1338

January 27, 2020

An Investigation of Data Poisoning Defenses for Online Learning. Few-Shot Learning with Localization in Realistic Settings. Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning. Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis. D …

Paper Group ANR 1344

January 27, 2020

Cooperative coevolution of real predator robots and virtual robots in the pursuit domain. Momentum-Net: Fast and convergent iterative neural network for inverse problems. Efficient Decision-based Black-box Adversarial Attacks on Face Recognition. The Challenge of Imputation in Explainable Artificial Intelligence Models. Cost-aware Multi-objective B …

Paper Group ANR 1351

January 26, 2020

Characterization of Overlap in Observational Studies. Facilitating on-line opinion dynamics by mining expressions of causation. The case of climate change debates on The Guardian. XRAI: Better Attributions Through Regions. Knowledge Enhanced Contextual Word Representations. Putting words in context: LSTM language models and lexical ambiguity. Writi …

Paper Group ANR 1354

January 26, 2020

Generating Diverse and Informative Natural Language Fashion Feedback. Convolutional Feature Extraction and Neural Arithmetic Logic Units for Stock Prediction. The Collective Advantage for Advancing Communications and Intelligence. On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps. A …

Paper Group ANR 1355

January 26, 2020

Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. Flash Lightens Gray Pixels. Probability Map Guided Bi-directional Recurrent UNet for Pancreas Segmentation. MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry. Fast acoustic scattering using convolutional neural networks. Fine-grained eval …

Paper Group ANR 1356

January 26, 2020

Modeling and Detection of Future Cyber-Enabled DSM Data Attacks using Supervised Learning. Deep Text-to-Speech System with Seq2Seq Model. Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications Outside Coverage. Context-aware Active Multi-Step Reinforcement Learning. Comparative Analysis of Automatic Skin Lesion Segmentation with Two …

Paper Group ANR 1361

January 26, 2020

Lattice-Based Transformer Encoder for Neural Machine Translation. Multi-Granularity Reasoning for Social Relation Recognition from Images. Neural Networks for Lorenz Map Prediction: A Trip Through Time. Measuring Social Bias in Knowledge Graph Embeddings. A Dataset Schema for Cooperative Learning from Demonstration in Multi-robots Systems. Deep-dus …

Paper Group ANR 1369

January 26, 2020

High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes. Action Anticipation with RBF Kernelized Feature Mapping RNN. Can adversarial training learn image captioning ?. Towards Interlingua Neural Machine Translation. Event-Based Modeling with High-Dimensional Imaging Biom …

Paper Group ANR 1372

January 26, 2020

Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices. Improved robustness of reinforcement learning policies upon conversion to spiking …

Paper Group ANR 1373

January 26, 2020

On the Difficulty of Warm-Starting Neural Network Training. Design Automation for Efficient Deep Learning Computing. Boosting the rule-out accuracy of deep disease detection using class weight modifiers. Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. Growing axons: greedy learning of neural networks with ap …

Paper Group ANR 1375

January 26, 2020

Fault Matters: Sensor Data Fusion for Detection of Faults using Dempster-Shafer Theory of Evidence in IoT-Based Applications. A model for a Lindenmayer reconstruction algorithm. Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model. Self-Binarizing Networks. Compositio …

Paper Group ANR 1388

January 26, 2020

Modal clustering asymptotics with applications to bandwidth selection. Debiasing Word Embeddings Improves Multimodal Machine Translation. A-Phase classification using convolutional neural networks. Electroencephalography based Classification of Long-term Stress using Psychological Labeling. Machine learning without a feature set for detecting burst …

Paper Group ANR 1395

January 26, 2020

Semisupervised Clustering by Queries and Locally Encodable Source Coding. Bayesian inversion for nanowire field-effect sensors. Prediction of Workplace Injuries. Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson’s Disease using Deep Recurrent Neural Networks. Learning to Interactively Learn and Assist. Automatic Surface Area and V …

Paper Group ANR 1396

January 26, 2020

Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers. Incremental Classifier Learning Based on PEDCC-Loss and Cosine Distance. A Bandit Framework for Optimal Selection of Reinforcement Learning Agents. Evaluation of a Recommender System for Assisting Novice Game Designers. Semi-supervised Image Attribute Editing using Generative Adv …

Paper Group ANR 1403

January 26, 2020

MULE: Multimodal Universal Language Embedding. DAmageNet: A Universal Adversarial Dataset. Automatic Generation of Level Maps with the Do What’s Possible Representation. Dynamic Portfolio Management with Reinforcement Learning. Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference. The Universal Approximation Property: Characterization …

Paper Group ANR 1407

January 26, 2020

Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods. H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions. Self-supervised Learning for Single View Depth and Surface Normal Estimation. Machine Vision in the Context of Robotics: A Systematic Literature Review. Knowledge Graph Development for Ap …