Machine Translation

Paper Group ANR 903

October 17, 2019

Semi-Supervised Deep Metrics for Image Registration. Thermal to Visible Synthesis of Face Images using Multiple Regions. Online Decomposition of Compressive Streaming Data Using $n$-$\ell_1$ Cluster-Weighted Minimization. On the Ambiguity of Registration Uncertainty. Improving Nighttime Retrieval-Based Localization. Integrating Weakly Supervised Wo …

Paper Group ANR 908

October 17, 2019

Instance Embedding Transfer to Unsupervised Video Object Segmentation. Blaming humans in autonomous vehicle accidents: Shared responsibility across levels of automation. Scalable Bilinear $π$ Learning Using State and Action Features. Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural N …

Paper Group ANR 909

October 17, 2019

Siamese Generative Adversarial Privatizer for Biometric Data. A Deeper Look at Power Normalizations. Cell-aware Stacked LSTMs for Modeling Sentences. Deep CNN based feature extractor for text-prompted speaker recognition. Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. Contemplating Visual Emotions: Understanding and Overcomi …

Paper Group ANR 911

October 17, 2019

Multi-Fiber Networks for Video Recognition. Residual Networks as Geodesic Flows of Diffeomorphisms. Round-Table Group Optimization for Sequencing Problems. On Controllable Sparse Alternatives to Softmax. Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information. The Roles of Supervised Machine Learning in System …

Paper Group ANR 912

October 17, 2019

Automatic Prediction of Building Age from Photographs. Learning to Grasp from a Single Demonstration. Seeing Tree Structure from Vibration. Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining. ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks. Optimized Skeleton-ba …

Paper Group ANR 925

October 17, 2019

Security Event Recognition for Visual Surveillance. Decision method choice in a human posture recognition context. Do WaveNets Dream of Acoustic Waves?. Multi-modal Image Processing based on Coupled Dictionary Learning. Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset. A Tour of Unsuperv …

Paper Group ANR 927

October 17, 2019

Classical linear logic, cobordisms and categorical semantics of categorial grammars. Deep Learning Application in Security and Privacy – Theory and Practice: A Position Paper. Iterative Visual Reasoning Beyond Convolutions. Lévy Flights of the Collective Imagination. Regret Circuits: Composability of Regret Minimizers. Skeletracks: automatic separ …

Paper Group ANR 935

October 17, 2019

Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy. Design and software implementation of subsystems for creating and using the ontological base of a research scientist. Latent Variable Model for Multi-modal Translation. Can everyday AI be eth …

Paper Group ANR 936

October 17, 2019

On Stacked Denoising Autoencoder based Pre-training of ANN for Isolated Handwritten Bengali Numerals Dataset Recognition. Reasoning about Unforeseen Possibilities During Policy Learning. An Implementation of Back-Propagation Learning on GF11, a Large SIMD Parallel Computer. Optimal Stochastic Delivery Planning in Full-Truckload and Less-Than-Truckl …

Paper Group ANR 954

October 17, 2019

Recovery of Noisy Points on Band-limited Surfaces: Kernel Methods Re-explained. Learning to Localize Sound Source in Visual Scenes. A chemical language based approach for protein - ligand interaction prediction. Deep Confidence: A Computationally Efficient Framework for Calculating Reliable Errors for Deep Neural Networks. On the Learning of Deep L …

Paper Group ANR 963

October 17, 2019

Zero-Resource Neural Machine Translation with Multi-Agent Communication Game. Noise generation for compression algorithms. Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping. CAAD 2018: Iterative Ensemble Adversarial Attack. Estimation and Restoration of Compositional Degradation Using Convolution …

Paper Group ANR 964

October 17, 2019

Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks. COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints. Unsupervised Data Selection for Supervised Learning. A Rapidly Deployable Classification System using Visual Data for the Application of Precision Weed Management. Semi-supervised Learning …

Paper Group ANR 968

October 17, 2019

Multi-Level Sensor Fusion with Deep Learning. Three-Dimensional GPU-Accelerated Active Contours for Automated Localization of Cells in Large Images. Fine-Grained Attention Mechanism for Neural Machine Translation. Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image. Expressivity in TTS from Semantics and Pragmatics. Predictive Process Mo …

Paper Group ANR 1000

October 16, 2019

3D-LaneNet: End-to-End 3D Multiple Lane Detection. WEST: Word Encoded Sequence Transducers. Replay spoofing detection system for automatic speaker verification using multi-task learning of noise classes. Rejoinder for “Probabilistic Integration: A Role in Statistical Computation?". SEGA: Variance Reduction via Gradient Sketching. Labeling Panoramas …

Paper Group ANR 1005

October 16, 2019

Dissecting Person Re-identification from the Viewpoint of Viewpoint. Learning to Share and Hide Intentions using Information Regularization. Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams. Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder …

Paper Group ANR 1009

October 16, 2019

A novel extension of Generalized Low-Rank Approximation of Matrices based on multiple-pairs of transformations. Sentiment Analysis of Code-Mixed Indian Languages: An Overview of SAIL_Code-Mixed Shared Task @ICON-2017. Reservoir Computing Hardware with Cellular Automata. Visual Attention Network for Low Dose CT. HONE: Higher-Order Network Embeddings …

Paper Group ANR 1010

October 16, 2019

Real-time Road Traffic Information Detection Through Social Media. Examining the Tip of the Iceberg: A Data Set for Idiom Translation. Understanding the Importance of Single Directions via Representative Substitution. Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks. Automatic Language Identification for Romance La …

Paper Group ANR 1012

October 16, 2019

Towards a Question Answering System over the Semantic Web. A Pipeline for Creative Visual Storytelling. 2-gram-based Phonetic Feature Generation for Convolutional Neural Network in Assessment of Trademark Similarity. Nearly Optimal Dynamic $k$-Means Clustering for High-Dimensional Data. New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy …

Paper Group ANR 1013

October 16, 2019

A Comprehensive Survey of Deep Learning for Image Captioning. Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention. Arianna+: Scalable Human Activity Recognition by Reasoning with a Network of Ontologies. Linear Span Network for Object Skeleton Detection. State-space analysis of an Ising model reveal …

Paper Group ANR 1017

October 16, 2019

The Newton Scheme for Deep Learning. DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. Disentangling Latent Factors of Variational Auto-Encoder with Whitening. Learning to Walk via Deep Reinforcement Learning. Style Separation and Synthesis via Generative Adversarial Networks. Two geometric input transformation methods for …

Paper Group ANR 1018

October 16, 2019

Active Testing: An Efficient and Robust Framework for Estimating Accuracy. Mix&Match - Agent Curricula for Reinforcement Learning. Inducing and Embedding Senses with Scaled Gumbel Softmax. Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. Regularizing Deep Hashing Networks Using GA …

Paper Group ANR 1019

October 16, 2019

Studying the Effects of Deep Brain Stimulation and Medication on the Dynamics of STN-LFP Signals for Human Behavior Analysis. Staff line Removal using Generative Adversarial Networks. Recent Progress on Graph Partitioning Problems Using Evolutionary Computation. Joint Neural Entity Disambiguation with Output Space Search. English-Catalan Neural Mac …

Paper Group ANR 1020

October 16, 2019

State-Space Abstractions for Probabilistic Inference: A Systematic Review. Stochastic Variational Inference with Gradient Linearization. Efficient Metropolitan Traffic Prediction Based on Graph Recurrent Neural Network. MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales. Replica Symmetry Breaking in Bipartite Spin Glasses and Neural N …

Paper Group ANR 1042

October 16, 2019

Probabilistic Matrix Factorization with Personalized Differential Privacy. Extended pipeline for content-based feature engineering in music genre recognition. Neural Program Search: Solving Programming Tasks from Description and Examples. On the self-similarity of line segments in decaying homogeneous isotropic turbulence. Semi-Supervised Learning …

Paper Group ANR 1043

October 16, 2019

Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination. On the Relationship between Data Efficiency and Error for Uncertainty Sampling. End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners. A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina. O …

Paper Group ANR 1046

October 16, 2019

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information. Precise Temporal Action Localization by Evolving Temporal Proposals. Neural machine translation framework based cross-lingual document vector with distance constraint training. Highly Automated Learning for Improved Active …

Paper Group ANR 1048

October 16, 2019

Growing Story Forest Online from Massive Breaking News. Sentiment Analysis of Arabic Tweets: Feature Engineering and A Hybrid Approach. High Dimensional Spaces, Deep Learning and Adversarial Examples. Analysis of Noise Contrastive Estimation from the Perspective of Asymptotic Variance. Comparison of Classical and Nonlinear Models for Short-Term Ele …

Paper Group ANR 1053

October 16, 2019

Modeling and Soft-fault Diagnosis of Underwater Thrusters with Recurrent Neural Networks. Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images. Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks. A Compressed Sensing Approach for Distributio …