Semantic Segmentation

Paper Group ANR 507

October 18, 2019

A Hitchhiker’s Guide On Distributed Training of Deep Neural Networks. Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters. Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks. Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. Towards Automatic S …

Paper Group ANR 508

October 18, 2019

On the Complexity and Typology of Inflectional Morphological Systems. Scale Space Approximation in Convolutional Neural Networks for Retinal Vessel Segmentation. Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing. Monte Carlo Information Geometry: The dually flat case. Precision Highway for Ultra Low-Precision Quantization. Alt …

Paper Group ANR 509

October 18, 2019

Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks. Modelling Point Spread Function in Fluorescence Microscopy with a Sparse Combination of Gaussian Mixture: Trade-off between Accuracy and Efficiency. mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations. Diversity …

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 514

October 18, 2019

A Quantitative Evaluation of Natural Language Question Interpretation for Question Answering Systems. Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. Towards Resisting Large Data Variations via Introspective Learning. A high-performance analog Max-SAT solver and its application to Ramsey numbers. Simple R …

Paper Group ANR 515

October 18, 2019

Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks. Diagnostics in Semantic Segmentation. Robbins-Monro conditions for persistent exploration learning strategies. Explaining the Unique Nature of Individual Gait Patterns with Deep Learning. Multiple Measurement Vectors Problem: A Decoupling Property and its App …

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 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 522

October 18, 2019

NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage. Partial AUC Maximization via Nonlinear Scoring Functions. A Psychopathological Approach to Safety Engineering in AI and AGI. Training Behavior of Sparse Neural Network Topologies. An Adaptive Learning Method of Deep B …

Paper Group ANR 525

October 18, 2019

Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue. Modelling customer online behaviours with neural networks: applications to conversion prediction and advertising retargeting. Non-ergodic Complexity of Convex Proximal Inertial Gradient Descents. Genre-Agnostic Key Classificat …

Paper Group ANR 526

October 18, 2019

Autoencoder Based Sample Selection for Self-Taught Learning. Chinese Poetry Generation with Flexible Styles. IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. Lexico-acoustic Neural-based Models for Dialog Act Classification. RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of H …

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 531

October 18, 2019

Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions. Determination of Digital Straight Segments Using the Slope. A Data-Efficient Approach to Precise and Controlled Pushing. A New De-blurring Technique for License Plate Images with Robust Length Estimation. The Mean-Field Approximation: Information …

Paper Group ANR 534

October 18, 2019

Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training. Robust Semantic Segmentation with Ladder-DenseNet Models. Impacts of Weather Conditions on District Heat System. Streaming Methods for Restricted Strongly Convex Functions with Applications to Prototype Selection. Creating a contemporary corpus of simil …

Paper Group ANR 535

October 18, 2019

Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning. Recovering Trees with Convex Clustering. Generating Synthetic Data for Neural Keyword-to-Question Models. Column generation based math-heuristic for classification trees. The Time-SIFT method : detecting 3-D changes from archival photogrammetric analysis with …

Paper Group ANR 540

October 18, 2019

Construction of neural networks for realization of localized deep learning. Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction. Unbalanced Multi-Phase Distribution Grid Topology Estimation and Bus Phase Identification. Weighted Global Normalization for Multiple Choice ReadingComprehension …

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 545

October 18, 2019

Anomaly Detection and Localization in Crowded Scenes by Motion-field Shape Description and Similarity-based Statistical Learning. A Survey of Deep Facial Attribute Analysis. Guided Proceduralization: Optimizing Geometry Processing and Grammar Extraction for Architectural Models. Zero-shot Transfer Learning for Semantic Parsing. Fully Scalable Gauss …

Paper Group ANR 546

October 18, 2019

Adversarial examples from computational constraints. On Accurate Evaluation of GANs for Language Generation. Grounding Visual Explanations. Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification. GANs for generating EFT models. Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training. Dynamic Vid …

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 556

October 18, 2019

Estimating Phenotypic Traits From UAV Based RGB Imagery. A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition. DeepFirearm: Learning Discriminative Feature Representation for Fine-grained Firearm Retrieval. Artificial Neural Networks in Fluid Dynamics: A Novel Approach to the Navier-Stokes Equations. End-to-End Mul …

Paper Group ANR 557

October 18, 2019

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking. In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine. Automatic detection of lumen and media in the IVUS images using U-Net with VGG16 Encoder …

Paper Group ANR 562

October 18, 2019

Low-Complexity Data-Parallel Earth Mover’s Distance Approximations. Protection Against Reconstruction and Its Applications in Private Federated Learning. Artifacts Detection and Error Block Analysis from Broadcasted Videos. Gradient Agreement as an Optimization Objective for Meta-Learning. Relational Long Short-Term Memory for Video Action Recognit …

Paper Group ANR 566

October 18, 2019

Graph Neural Networks for Learning Robot Team Coordination. Privacy-preserving Machine Learning through Data Obfuscation. Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation. Dynamic and Static Topic Model for Analyzing Time-Series Document Collections. D …

Paper Group ANR 567

October 18, 2019

Algorithmic Aspects of Inverse Problems Using Generative Models. Numerical Aspects for Approximating Governing Equations Using Data. Unsupervised Learning for Surgical Motion by Learning to Predict the Future. ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment. Realtime Scheduling and Power Allocation Using Deep Neural Ne …

Paper Group ANR 569

October 18, 2019

An Industrial Case Study on Shrinking Code Review Changesets through Remark Prediction. Lifted Neural Networks. Artwork Identification from Wearable Camera Images for Enhancing Experience of Museum Audiences. On Machine Learning and Structure for Mobile Robots. Correcting the bias in least squares regression with volume-rescaled sampling. Monitorin …

Paper Group ANR 570

October 18, 2019

Robust Implicit Backpropagation. Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes. On transfer learning using a MAC model variant. Data-driven model for the identification of the rock type at a drilling bit. An Iterative Spanning Forest Framework for Superpixel Segmentation. Graph Convolut …

Paper Group ANR 571

October 18, 2019

Combinets: Creativity via Recombination of Neural Networks. MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems. Incremental Training of Deep Convolutional Neural Networks. Removing out-of-focus blur from a single image. Intrinsic Geometric Vulnerability of High-Dimensional Artificial Intell …