Computed Tomography (CT)

Paper Group ANR 11

Paper Group ANR 11

April 3, 2020

Communication Efficient Federated Learning over Multiple Access Channels. Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks. A Study of Human Summaries of Scientific Articles. Low-Complexity LSTM Training and Inference with FloatSD8 Weight Representation. Least squares binary quantization of neural …
Paper Group ANR 13

Paper Group ANR 13

April 3, 2020

Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods. Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection. Sketch-to-Art: Synthesizing Stylized Art Images From Sketches. iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection. From Fourier to Koopman: Spec …
Paper Group ANR 44

Paper Group ANR 44

April 3, 2020

Deep Learning Approach to Diabetic Retinopathy Detection. Conditional Channel Gated Networks for Task-Aware Continual Learning. An Empirical Study of Person Re-Identification with Attributes. Safety-Aware Hardening of 3D Object Detection Neural Network Systems. Convergence of a Stochastic Gradient Method with Momentum for Nonsmooth Nonconvex Optimi …
Paper Group ANR 52

Paper Group ANR 52

April 3, 2020

Learning to Inpaint by Progressively Growing the Mask Regions. Deep Slow Motion Video Reconstruction with Hybrid Imaging System. Hybrid Embedded Deep Stacked Sparse Autoencoder with w_LPPD SVM Ensemble. DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition. A Connection between Feedback Capacity …
Paper Group ANR 62

Paper Group ANR 62

April 3, 2020

Performance of Statistical and Machine Learning Techniques for Physical Layer Authentication. ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation. A novel tree-structured point cloud dataset for skeletonization algorithm evaluation. Deep Learning Stereo Vision at the edge. An End-to-end Deep Learn …
Paper Group ANR 86

Paper Group ANR 86

April 3, 2020

Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives. Adversarial Incremental Learning. Offline Grid-Based Coverage path planning for guards in games. Max-Affine Spline Insights into Deep Generative Networks. Can speed up the convergence rate of stochastic gradient methods to $\mathcal{O}(1/k^2)$ by a gradient averag …
Paper Group ANR 152

Paper Group ANR 152

April 2, 2020

A Light Field Camera Calibration Method Using Sub-Aperture Related Bipartition Projection Model and 4D Corner Detection. Preventing Clean Label Poisoning using Gaussian Mixture Loss. Point Spread Function Modelling for Wide Field Small Aperture Telescopes with a Denoising Autoencoder. Generative Modeling with Denoising Auto-Encoders and Langevin Sa …
Paper Group ANR 180

Paper Group ANR 180

April 2, 2020

Few-shot Learning with Multi-scale Self-supervision. A Machine Learning Imaging Core using Separable FIR-IIR Filters. Histogram Layers for Texture Analysis. Deep Semantic Face Deblurring. Radiomic feature selection for lung cancer classifiers. On Learning Sets of Symmetric Elements. Motion Deblurring using Spatiotemporal Phase Aperture Coding. Semi …
Paper Group ANR 193

Paper Group ANR 193

April 2, 2020

Distributed Averaging Methods for Randomized Second Order Optimization. Improving the Tightness of Convex Relaxation Bounds for Training Certifiably Robust Classifiers. Learned Spectral Computed Tomography. Learning to Transfer Texture from Clothing Images to 3D Humans. Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Transla …
Paper Group ANR 195

Paper Group ANR 195

April 2, 2020

Trajectron++: Multi-Agent Generative Trajectory Forecasting With Heterogeneous Data for Control. Practical Privacy Preserving POI Recommendation. Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video. Imbalanced classification: an objective-oriented review. Training Keyword Spotters with Limited and Synthesized Spe …
Paper Group ANR 216

Paper Group ANR 216

April 2, 2020

TREC CAsT 2019: The Conversational Assistance Track Overview. Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension. Incorporating BERT into Neural Machine Translation. Demographic Bias in Presentation Attack Detection of Iris Recognition Systems. Robust Iris Presentation Attack Detection Fusing 2D and 3D Information. …
Paper Group ANR 260

Paper Group ANR 260

April 2, 2020

Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. Multilevel Acyclic Hypergraph Partitioning. Undersensitivity in Neural Reading Comprehension. Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. Practical Fast Gradient Sign Attack a …
Paper Group ANR 263

Paper Group ANR 263

April 2, 2020

Efficient Deep Reinforcement Learning through Policy Transfer. Addressing target shift in zero-shot learning using grouped adversarial learning. Towards Zero-shot Learning for Automatic Phonemic Transcription. Cognitive Argumentation and the Suppression Task. A Multi-criteria Approach for Fast and Outlier-aware Representative Selection from Manifol …
Paper Group ANR 286

Paper Group ANR 286

April 2, 2020

DuDoNet++: Encoding mask projection to reduce CT metal artifacts. Saliency Enhancement using Gradient Domain Edges Merging. DNN-based Localization from Channel Estimates: Feature Design and Experimental Results. Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. Learning to simulate and design for structura …
Paper Group ANR 288

Paper Group ANR 288

April 2, 2020

A4 : Evading Learning-based Adblockers. Orchestrating NLP Services for the Legal Domain. U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation. Semi-Local 3D Lane Detection and Uncertainty Estimation. Sparsity in Optimal Randomized Classification Trees. Dense Crowds Detection and Surveillance with Dron …
Paper Group ANR 289

Paper Group ANR 289

April 2, 2020

Optimizing Correlated Graspability Score and Grasp Regression for Better Grasp Prediction. T-Net: A Template-Supervised Network for Task-specific Feature Extraction in Biomedical Image Analysis. Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning. Batch Stationary Distribution Estimation. The Effect of Data Augmenta …
Paper Group ANR 322

Paper Group ANR 322

April 2, 2020

Mutual Learning Network for Multi-Source Domain Adaptation. Learning Invariant Representation for Unsupervised Image Restoration. Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions. From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. REALM: Retrieval-Au …
Paper Group ANR 323

Paper Group ANR 323

April 2, 2020

Towards Probabilistic Verification of Machine Unlearning. Uncertainty Estimation in Cancer Survival Prediction. iNALU: Improved Neural Arithmetic Logic Unit. Fairness-Aware Learning with Prejudice Free Representations. 3D Point Cloud Processing and Learning for Autonomous Driving. Training Adversarial Agents to Exploit Weaknesses in Deep Control Po …
Paper Group ANR 338

Paper Group ANR 338

April 2, 2020

A Functional EM Algorithm for Panel Count Data with Missing Counts. The Spectral Underpinning of word2vec. Human Action Recognition using Local Two-Stream Convolution Neural Network Features and Support Vector Machines. Why Do Line Drawings Work? A Realism Hypothesis. DymSLAM:4D Dynamic Scene Reconstruction Based on Geometrical Motion Segmentation. …
Paper Group ANR 389

Paper Group ANR 389

April 2, 2020

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis. Pedestrian Detection with Wearable Cameras for the Blind: A Two-way Perspective. Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images. Threats to Federated Learning: A Su …
Paper Group ANR 97

Paper Group ANR 97

April 2, 2020

Breast lesion segmentation in ultrasound images with limited annotated data. Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN. Stochastic reconstruction of periodic, three-dimensional multi-phase electrode microstructures using generative adversarial networks. Neighborhood Structure Assisted Non-negative Matrix Factorization a …
Paper Group ANR 466

Paper Group ANR 466

April 1, 2020

Sparse Black-box Video Attack with Reinforcement Learning. Differentiable Likelihoods for Fast Inversion of ‘Likelihood-Free’ Dynamical Systems. Adaptive Large Neighborhood Search for Circle Bin Packing Problem. On The Reasons Behind Decisions. Enabling Viewpoint Learning through Dynamic Label Generation. Aggregation of Multiple Knockoffs. Large-Sc …
Paper Group ANR 482

Paper Group ANR 482

April 1, 2020

How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance. Dominance Move calculation using a MIP approach for comparison of multi and many-objective optimization solution sets. Improved dual channel pulse coupled neural network and its application to multi-focus image fusion. Adversa …
Paper Group ANR 486

Paper Group ANR 486

April 1, 2020

The Hessian Estimation Evolution Strategy. Environmental Adaptation of Robot Morphology and Control through Real-world Evolution. Learning From Strategic Agents: Accuracy, Improvement, and Causality. Active stereo vision three-dimensional reconstruction by RGB dot pattern projection and ray intersection. A Bayesian Approach to Conversational Recomm …
Paper Group ANR 487

Paper Group ANR 487

April 1, 2020

Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes. Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction. Superbloom: Bloom filter meets Transformer. 2.75D Convolutional Neural Network for Pulmonary Nodule Classification in Chest CT. Outlier Gu …
Paper Group NANR 107

Paper Group NANR 107

April 1, 2020

PowerSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization. Certified Defenses for Adversarial Patches. Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations. Training Interpretable Convolutional Neural Networks towards Class-specific Filters. All SMILES Var …