Image Registration

Paper Group ANR 666

January 29, 2020

Cross-task pre-training for acoustic scene classification. Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation. Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation. Transductive Data-Selection Algorithms for Fine-Tuning Neural Machine Translation. Clustering wit …

Paper Group ANR 671

January 29, 2020

On-line learning dynamics of ReLU neural networks using statistical physics techniques. Virtual Ground Truth, and Pre-selection of 3D Interest Points for Improved Repeatability Evaluation of 2D Detectors. A new Backdoor Attack in CNNs by training set corruption without label poisoning. Kernel Mean Embedding of Instance-wise Predictions in Multiple …

Paper Group ANR 672

January 29, 2020

Proposition d’une nouvelle approche d’extraction des motifs fermés fréquents. Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. EAT2seq: A generic framework for controlled sentence transformation without task-specific training. Sudden Death: A New Way to Compare Recommendation Diversificatio …

Paper Group ANR 673

January 29, 2020

Machine Learning in/for Blockchain: Future and Challenges. Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER. Learning stochastic differential equations using RNN with log signature features. Multi-atlas image registration of clinical data with automated quality assessment using ventricle segment …

Paper Group ANR 686

January 29, 2020

A new measure of modularity density for community detection. Learning Rich Image Region Representation for Visual Question Answering. TDAPNet: Prototype Network with Recurrent Top-Down Attention for Robust Object Classification under Partial Occlusion. Overlapping community detection in networks based on link partitioning and partitioning around me …

Paper Group ANR 723

January 29, 2020

Early warning in egg production curves from commercial hens: A SVM approach. A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. Understanding Geometry of Encoder-Decoder CNNs. Towards an automatic recognition of mixed languages: The Ukrainian-Russian hybrid language Surzhyk. The Neural State Pushdown Automata. …

Paper Group ANR 1011

January 28, 2020

Path Capsule Networks. AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering. Topological Interpretation of Interactive Computation. Active and Passive Portfolio Management with Latent Factors. A collaborative filtering model with heterogeneous neural networks for recommender systems. Classifying Partially …

Paper Group ANR 779

January 28, 2020

Blind Motion Deblurring with Cycle Generative Adversarial Networks. Variational approach to unsupervised learning. A Collaborative Approach using Ridge-Valley Minutiae for More Accurate Contactless Fingerprint Identification. Making a Case for Social Media Corpus for Detecting Depression. Rapid Learning or Feature Reuse? Towards Understanding the E …

Paper Group ANR 810

January 28, 2020

Semantic Segmentation for Compound figures. Automating concept-drift detection by self-evaluating predictive model degradation. Multi-owner Secure Encrypted Search Using Searching Adversarial Networks. Speech-driven facial animation using polynomial fusion of features. Visual Appearance Based Person Retrieval in Unconstrained Environment Videos. Ca …

Paper Group ANR 816

January 28, 2020

Low-light Image Enhancement Algorithm Based on Retinex and Generative Adversarial Network. Context-Aware Automatic Occlusion Removal. FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization. When redundancy is useful: A Bayesian approach to ‘overinformative’ referring expressions. Mis-classified Vector Guided Softmax Los …

Paper Group ANR 828

January 28, 2020

Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics. A Machine Learning approach to Risk Minimisation in Electricity Markets with Coregionalized Sparse Gaussian Processes. Building change detection based on multi-scale filtering and grid partition. Towards a Decentralized, Autonomous Multiagent Framework for Mitigating Crop Loss. …

Paper Group ANR 888

January 28, 2020

Predicting Brazilian court decisions. Response Transformation and Profit Decomposition for Revenue Uplift Modeling. Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach. Social Influence and Radicalization: A Social Data Analytics Study. Differentially Private Markov Chain Monte Carlo. Quasi-Newton Trust Region Policy Optimization. Qua …

Paper Group ANR 926

January 28, 2020

Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent. An Empirical Study of the Relationships between Code Readability and Software Complexity. A Dual Memory Structure for Efficient Use of Replay Memory in Deep Reinforcement Learning. Optimistic Adaptive Acceleration for Optimization. Generic Varianc …

Paper Group ANR 957

January 28, 2020

When Can Neural Networks Learn Connected Decision Regions?. Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping. MarmoNet: a pipeline for automated projection mapping of the common marmoset brain from whole-brain serial two-photon tomography. A User Study of Perceived Carbon Footprint. Deformable Medical …

Paper Group ANR 973

January 28, 2020

Quantile Propagation for Wasserstein-Approximate Gaussian Processes. A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble Construction. Scene and Environment Monitoring Using Aerial Imagery and Deep Learning. A Stable Nuclear Future? The Impact of Autonomous Systems and Artificial In …

Paper Group ANR 981

January 28, 2020

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems. Data hiding in complex-amplitude modulation using a digital micromirror device. Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds. Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention. Outlier-Robust Spatia …

Paper Group ANR 993

January 28, 2020

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals. Class-dependent Compression of Deep Neural Networks. Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. Radiological imag …

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 1463

January 26, 2020

Parameterized Exploration. Statistically Discriminative Sub-trajectory Mining. Task Selection Policies for Multitask Learning. Average reward reinforcement learning with unknown mixing times. Monkey Optimization System with Active Membranes: A New Meta-heuristic Optimization System. A Convolutional Cost-Sensitive Crack Localization Algorithm for Au …

Paper Group ANR 1465

January 26, 2020

OASIS: One-pass aligned Atlas Set for Image Segmentation. Scene recognition based on DNN and game theory with its applications in human-robot interaction. Comparing Greedy Constructive Heuristic Subtour Elimination Methods for the Traveling Salesman Problem. Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound. A Comparat …

Paper Group ANR 1523

January 26, 2020

What and Where to Translate: Local Mask-based Image-to-Image Translation. Bayesian Nonparametric Federated Learning of Neural Networks. Adaptive Quantile Low-Rank Matrix Factorization. Eye Contact Correction using Deep Neural Networks. Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation. Learning from Multi …

Paper Group ANR 1529

January 26, 2020

DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection. Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. Self-Imitation Learning via Trajectory-Conditioned Policy for …

Paper Group ANR 1568

January 26, 2020

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization. Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning. Modeling and Analysis of Tagging Networks in Stack Exchange Communities. Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. Sparse2Den …

Paper Group ANR 1633

January 25, 2020

Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss. Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods. Composite Neural Network: Theory and Application to PM2 …

Paper Group ANR 1663

January 25, 2020

Features in Extractive Supervised Single-document Summarization: Case of Persian News. Optimized Score Transformation for Fair Classification. Group-based Fair Learning Leads to Counter-intuitive Predictions. Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited. On Performance Estimation in Automatic Algorithm Configuration. U …

Paper Group ANR 1757

January 25, 2020

A posteriori Trading-inspired Model-free Time Series Segmentation. Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection. Solar-Sail Trajectory Design for Multiple Near Earth Asteroid Exploration Based on Deep Neural Networks. An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belie …

Paper Group NANR 51

January 25, 2020

Diverse Machine Translation with a Single Multinomial Latent Variable. FindHer: a Filter to Find Women Experts. Distillation-Based Training for Multi-Exit Architectures. Characterizing the Response Space of Questions: a Corpus Study for English and Polish. Elliptical Perturbations for Differential Privacy. A Platform Agnostic Dual-Strand Hate Speec …

Paper Group NAWR 12

January 25, 2020

Cross-Sentence Grammatical Error Correction. Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering. Consistency-based anomaly detection with adaptive multiple-hypotheses predictions. Multi-Relational Script Learning for Discourse Relations. Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness …