Machine Translation

Paper Group ANR 220

Paper Group ANR 220

July 28, 2019

Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis. LogitBoost autoregressive networks. A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity. Optimizing Quantum Models of Classical Chan …
Paper Group ANR 227

Paper Group ANR 227

July 28, 2019

An Analog Neural Network Computing Engine using CMOS-Compatible Charge-Trap-Transistor (CTT). Inverse Reward Design. A Saak Transform Approach to Efficient, Scalable and Robust Handwritten Digits Recognition. Improving a Multi-Source Neural Machine Translation Model with Corpus Extension for Low-Resource Languages. Extracting Formal Models from Nor …
Paper Group ANR 228

Paper Group ANR 228

July 28, 2019

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. Counterfactual Language Model Adaptation for Suggesting Phrases. Synthetic Database for Evaluation of General, Fundamental Biometric Principles. License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks. An Optimal Online Method o …
Paper Group ANR 230

Paper Group ANR 230

July 28, 2019

Gradient-based Camera Exposure Control for Outdoor Mobile Platforms. A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching. Generalization and Equilibrium in Generative Adversarial Nets (GANs). Occlusion Handling using Semantic Segmentation and Visibility-Based Rendering for Mixed Reality. Shallow Discourse Parsing with Maxim …
Paper Group ANR 231

Paper Group ANR 231

July 28, 2019

Transforming Bell’s Inequalities into State Classifiers with Machine Learning. Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-Specific Clusters of Effective Networks. Entropy-based Pruning for Learning Bayesian Networks using BIC. Genetic …
Paper Group ANR 243

Paper Group ANR 243

July 28, 2019

Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs. Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts. Demystifying Relational Latent Representations. A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation. Induction of Interpretable Possibilistic Logic Theories from Relational Dat …
Paper Group ANR 245

Paper Group ANR 245

July 28, 2019

Interpretable Apprenticeship Learning with Temporal Logic Specifications. Binarsity: a penalization for one-hot encoded features in linear supervised learning. A Learning-Based Approach for Lane Departure Warning Systems with a Personalized Driver Model. Fast Model Identification via Physics Engines for Data-Efficient Policy Search. Introspection: …
Paper Group ANR 251

Paper Group ANR 251

July 28, 2019

Expectation Propagation for t-Exponential Family Using Q-Algebra. $α$-Variational Inference with Statistical Guarantees. Deep Learning Based Cryptographic Primitive Classification. Highly curved image sensors: a practical approach for improved optical performance. Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering. Evolving im …
Paper Group ANR 254

Paper Group ANR 254

July 28, 2019

Transfer Regression via Pairwise Similarity Regularization. Phase recovery and holographic image reconstruction using deep learning in neural networks. Light Field Segmentation From Super-pixel Graph Representation. Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. Online Forecasting Matrix Factorization. Penalizing Unf …
Paper Group ANR 263

Paper Group ANR 263

July 28, 2019

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations. A Sequential Model for Classifying Temporal Relations between Intra-Sentence Event …
Paper Group ANR 271

Paper Group ANR 271

July 28, 2019

Graph Distillation for Action Detection with Privileged Modalities. Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging. AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus. Action Classification and Highlighting in Videos. Lexical-semantic resources: yet powerful resources fo …
Paper Group ANR 272

Paper Group ANR 272

July 28, 2019

Learning to Parse and Translate Improves Neural Machine Translation. Capturing natural-colour 3D models of insects for species discovery. The Algorithmic Inflection of Russian and Generation of Grammatically Correct Text. Variational Adaptive-Newton Method for Explorative Learning. Active Self-Paced Learning for Cost-Effective and Progressive Face …
Paper Group ANR 280

Paper Group ANR 280

July 28, 2019

Effective Image Differencing with ConvNets for Real-time Transient Hunting. Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings. A Dual Sparse Decomposition Method for Image Denoising. HPatches: A benchmark and evaluation of handcrafted and learned local descriptors. Avoiding Your Teacher’s Mistakes: Training Neural …
Paper Group ANR 284

Paper Group ANR 284

July 28, 2019

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising. A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising. Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection. Personalized Age Progression with Bi-level Aging Dictionary Learning. Phone-aware Neural Language Identi …
Paper Group ANR 288

Paper Group ANR 288

July 28, 2019

UBSegNet: Unified Biometric Region of Interest Segmentation Network. Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images. Effective Spoken Language Labeling with Deep Recurrent Neural Networks. Efficient and Effective Single-Document Summarizations and A Word-Embedding M …
Paper Group ANR 295

Paper Group ANR 295

July 28, 2019

A Critique of a Critique of Word Similarity Datasets: Sanity Check or Unnecessary Confusion?. On parameters transformations for emulating sparse priors using variational-Laplace inference. On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition. Real-Time Optical flow-based Video Stabilization for Unmanne …
Paper Group ANR 298

Paper Group ANR 298

July 28, 2019

People Counting in Crowded and Outdoor Scenes using a Hybrid Multi-Camera Approach. A divide and conquer method for symbolic regression. Generalized maximum entropy estimation. Fast Algorithms for Learning Latent Variables in Graphical Models. One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network. …
Paper Group ANR 299

Paper Group ANR 299

July 28, 2019

Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model. An Empirical Bayes Approach for High Dimensional Classification. Recovering Dense Tissue Multispectral Signal from in vivo RGB Images. Types of Cognition and its Implications for future High-Level Cognitive Machines. A clever elimination strategy for eff …
Paper Group ANR 311

Paper Group ANR 311

July 28, 2019

A Brief Study of In-Domain Transfer and Learning from Fewer Samples using A Few Simple Priors. Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network. Synthesis of Near-regular Natural Textures. Towards Fully Environment-Aware UAVs: Real-Time Path Planning with Online 3D Wind Field Prediction in Complex Terrai …
Paper Group ANR 312

Paper Group ANR 312

July 28, 2019

Robustness of Maximum Correntropy Estimation Against Large Outliers. On the enumeration of sentences by compactness. Meteorology-Aware Multi-Goal Path Planning for Large-Scale Inspection Missions with Long-Endurance Solar-Powered Aircraft. Estimating activity cycles with probabilistic methods II. The Mount Wilson Ca H&K data. Catalyst design using …
Paper Group ANR 313

Paper Group ANR 313

July 28, 2019

Learning Convex Regularizers for Optimal Bayesian Denoising. Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. A Generative Model of Group Conversation. Sequential Attention: A Context-Aware Alignment Function for Machine Reading. What are the visual features underlying human versus machine visio …
Paper Group ANR 322

Paper Group ANR 322

July 28, 2019

Efficient Low Rank Tensor Ring Completion. Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads. Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database. Visual Relationship Detection with Interna …
Paper Group ANR 323

Paper Group ANR 323

July 28, 2019

Lexical Disambiguation in Natural Language Questions (NLQs). Building Robust Deep Neural Networks for Road Sign Detection. Adaptive Scaling. Computational Social Choice and Computational Complexity: BFFs?. Text-based Adventures of the Golovin AI Agent. High-Precision Localization Using Ground Texture. Good Arm Identification via Bandit Feedback. Fa …
Paper Group ANR 324

Paper Group ANR 324

July 28, 2019

FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification. Properties on n-dimensional convolution for image deconvolution. A Joint Identification Approach for Argumentative Writing Revisions. PatternNet: Visual Pattern Mining with Deep Neural Network. Computing Egomotion with Local Loop Closures for Egocentric Videos. WebVision …
Paper Group ANR 330

Paper Group ANR 330

July 28, 2019

Discover and Learn New Objects from Documentaries. Data-Dependent Stability of Stochastic Gradient Descent. Minimax Rates and Efficient Algorithms for Noisy Sorting. On the Consistency of $k$-means++ algorithm. Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings. Enabling Multi-Source Neural Mac …
Paper Group ANR 331

Paper Group ANR 331

July 28, 2019

Automatic Curation of Golf Highlights using Multimodal Excitement Features. A study of existing Ontologies in the IoT-domain. A Bimodal Network Approach to Model Topic Dynamics. Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. Achieving non-discrimination in prediction. Comparison of Modified Kneser- …
Paper Group ANR 332

Paper Group ANR 332

July 28, 2019

Including Dialects and Language Varieties in Author Profiling. A Note on a Tight Lower Bound for MNL-Bandit Assortment Selection Models. Deep Cross-Modal Audio-Visual Generation. Telling Cause from Effect using MDL-based Local and Global Regression. Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images. Fore …
Paper Group ANR 335

Paper Group ANR 335

July 28, 2019

Transfer Learning with Binary Neural Networks. Budget-Aware Activity Detection with A Recurrent Policy Network. Deformable Modeling for Human Body Acquired from Depth Sensors. Reading Scene Text with Attention Convolutional Sequence Modeling. Predicting Target Language CCG Supertags Improves Neural Machine Translation. A convergence framework for i …