Decision Making

Paper Group ANR 477

October 18, 2019

Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation. Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network. Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. Towards Unsupervised Automatic Speech Recognition Trained b …

Paper Group ANR 480

October 18, 2019

Confidence Intervals for Testing Disparate Impact in Fair Learning. Online Center of Mass Estimation for a Humanoid Wheeled Inverted Pendulum Robot. Modular Materialisation of Datalog Programs. Combined Reinforcement Learning via Abstract Representations. Interactive Generative Adversarial Networks for Facial Expression Generation in Dyadic Interac …

Paper Group ANR 483

October 18, 2019

Bag of Recurrence Patterns Representation for Time-Series Classification. Abnormality Detection in Mammography using Deep Convolutional Neural Networks. Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification. The Case for Full-Matrix Adaptive Regularization. Personalized Education at Scale. Impact of Batch Size o …

Paper Group ANR 484

October 18, 2019

Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data. GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining. Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval. Deep Mixture of Experts via Shallow Embedding. What Doubling Tricks Can and Can’t Do for Multi-Armed Bandits. …

Paper Group ANR 485

October 18, 2019

An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols. Non-local Low-rank Cube-based Tensor Factorization for Spectral CT Reconstruction. Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction. Zero-Shot Cross-lingual …

Paper Group ANR 492

October 18, 2019

HMLasso: Lasso with High Missing Rate. Label and Sample: Efficient Training of Vehicle Object Detector from Sparsely Labeled Data. A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration. Estimating Metric Poses of Dynamic Objects Using Monocular Visual-Inertial Fusion. Local reservoir model for choice-based learning. End …

Paper Group ANR 494

October 18, 2019

Learning a Set of Interrelated Tasks by Using Sequences of Motor Policies for a Strategic Intrinsically Motivated Learner. Semantic WordRank: Generating Finer Single-Document Summarizations. Accelerate CU Partition in HEVC using Large-Scale Convolutional Neural Network. Designing Optimal Binary Rating Systems. Thermodynamics and Feature Extraction …

Paper Group ANR 497

October 18, 2019

Fast View Synthesis with Deep Stereo Vision. ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography. Bayes-CPACE: PAC Optimal Exploration in Continuous Space Bayes-Adaptive Markov Decision Processes. Extractive Summarization of EHR Discharge Notes. Transforming Question Answering Datasets Into Natural Language …

Paper Group ANR 499

October 18, 2019

EEG-based Communication with a Predictive Text Algorithm. Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer’s disease severity. SWDE : A Sub-Word And Document Embedding Based Engine for Clickbait Detection. When Politicians Talk About Politics: Identifying Political Tweets of Brazilian Congressmen. Reward Learning f …

Paper Group ANR 504

October 18, 2019

Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical Rectification. Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding. Deep MR Image Super-Resolution Using Structural Priors. Sequence-based Multi-lingual Low Resource Speech Recognition. Learning Optima …

Paper Group ANR 511

October 18, 2019

A Dynamic-Adversarial Mining Approach to the Security of Machine Learning. Weighted total variation based convex clustering. Question Relevance in Visual Question Answering. Image-based deep learning for classification of noise transients in gravitational wave detectors. Minimizing Area and Energy of Deep Learning Hardware Design Using Collective L …

Paper Group ANR 513

October 18, 2019

Femural Head Autosegmentation for 3D Radiotherapy Planning: Preliminary Results. MedTQ: Dynamic Topic Discovery and Query Generation for Medical Ontologies. Accurate and Efficient Similarity Search for Large Scale Face Recognition. Unsupervised 3D Shape Learning from Image Collections in the Wild. Attacks on State-of-the-Art Face Recognition using …

Paper Group ANR 517

October 18, 2019

2D Reconstruction of Small Intestine’s Interior Wall. Human Motion Modeling using DVGANs. Monotonic classification: an overview on algorithms, performance measures and data sets. Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders. Effective Learning of Probabilistic Models for Clinical Predicti …

Paper Group ANR 518

October 18, 2019

Human Iris Recognition in Post-mortem Subjects: Study and Database. Entropy-Constrained Training of Deep Neural Networks. Deep Neural Network Compression for Aircraft Collision Avoidance Systems. QUENN: QUantization Engine for low-power Neural Networks. Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI. Filter D …

Paper Group ANR 519

October 18, 2019

A Roadmap for Robust End-to-End Alignment. A novel improved fuzzy support vector machine based stock price trend forecast model. Exploring Sentence Vector Spaces through Automatic Summarization. MQGrad: Reinforcement Learning of Gradient Quantization in Parameter Server. Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Mark …

Paper Group ANR 520

October 18, 2019

An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray. Writing Style Invariant Deep Learning Model for Historical Manuscripts Alignment. Anomaly detection with Wasserstein GAN. Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. Learning sparse mixtures of rankings from noisy informa …

Paper Group ANR 521

October 18, 2019

Regularizing Neural Machine Translation by Target-bidirectional Agreement. Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search. American Sign Language fingerspelling recognition in the wild. Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes. Unsupervised Lear …

Paper Group ANR 529

October 18, 2019

Model-Driven Deep Learning for Physical Layer Communications. Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization. Trajectory Representation and Landmark Projection for Continuous-Time Structure from Motion. Visual-Inertial Object Detection and Mapping. Tsallis-INF: An Optimal Algorithm for Stochas …

Paper Group ANR 530

October 18, 2019

Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models. Human Semantic Parsing for Person Re-identification. Polyphonic Sound Event Detection by using Capsule Neural Network. Adaptive Ranking Based Constraint Handling for Explicitly Constrained Black-Box Optimization. Momentum-Space Renormalization Group …

Paper Group ANR 533

October 18, 2019

Computational Intelligence in Sports: A Systematic Literature Review. Pumpout: A Meta Approach to Robust Deep Learning with Noisy Labels. Parameter-free Sentence Embedding via Orthogonal Basis. Challenges of Convex Quadratic Bi-objective Benchmark Problems. Semantic Parsing Natural Language into SPARQL: Improving Target Language Representation with …

Paper Group ANR 538

October 18, 2019

SARN: Relational Reasoning through Sequential Attention. Learning Local Metrics and Influential Regions for Classification. Spatiotemporal CNNs for Pornography Detection in Videos. Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. Equivalent Lipschitz surrogates for zero-norm and rank optimization problems. Designin …

Paper Group ANR 542

October 18, 2019

Robust and fine-grained prosody control of end-to-end speech synthesis. Intent Generation for Goal-Oriented Dialogue Systems based on Schema.org Annotations. Sample Complexity of Nonparametric Semi-Supervised Learning. Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect. Predicting resonant properties of plas …

Paper Group ANR 550

October 18, 2019

Escaping from Collapsing Modes in a Constrained Space. Area-preserving mapping of 3D ultrasound carotid artery images using density-equalizing reference map. Cooperative Starting Movement Detection of Cyclists Using Convolutional Neural Networks and a Boosted Stacking Ensemble. Deep saliency: What is learnt by a deep network about saliency?. Deep f …

Paper Group ANR 552

October 18, 2019

ClosNets: a Priori Sparse Topologies for Faster DNN Training. Superconducting Optoelectronic Neurons II: Receiver Circuits. The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. Cross-dataset Person Re-Identification Using Similarity Preserved Generative …

Paper Group ANR 553

October 18, 2019

Class Mean Vector Component and Discriminant Analysis for Kernel Subspace Learning. A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content. Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes. When will you do what? - Anticip …

Paper Group ANR 558

October 18, 2019

Focal Loss in 3D Object Detection. Collaborative targeted inference from continuously indexed nuisance parameter estimators. The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. Representation, Justification and Explanation in a Value Driven Agent: An Argumentation-Based Approach. An Adaptive Clipping Approach for Pro …

Paper Group ANR 572

October 18, 2019

Mining Procedures from Technical Support Documents. Multi-label Multi-task Deep Learning for Behavioral Coding. Comparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants. Light Gated Recurrent Units for Speech Recognition. On The Differential Privacy of Thompson Sa …

Paper Group ANR 574

October 18, 2019

Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition. High Dimensional Robust Sparse Regression. Robust pose tracking with a joint model of appearance and shape. Multilayer Network Model of Movie Script. Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes. On a hypergraph probabilist …