covid

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 12

Paper Group ANR 12

April 3, 2020

Intelligent Chest X-ray Worklist Prioritization by CNNs: A Clinical Workflow Simulation. Decentralized MCTS via Learned Teammate Models. Classifying Wikipedia in a fine-grained hierarchy: what graphs can contribute. Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots. Certi …
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 17

Paper Group ANR 17

April 3, 2020

Gaussian-Dirichlet Random Fields for Inference over High Dimensional Categorical Observations. CompLex — A New Corpus for Lexical Complexity Predicition from Likert Scale Data. MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing. Machine Learning for Network Slicing Resource Management: A Comprehensive Survey. Meshlet Priors for 3D Mesh Reconstructio …
Paper Group ANR 40

Paper Group ANR 40

April 3, 2020

Probabilistic learning of boolean functions applied to the binary classification problem with categorical covariates. Using wavelets to analyze similarities in image datasets. Overall error analysis for the training of deep neural networks via stochastic gradient descent with random initialisation. k-means++: few more steps yield constant approxima …
Paper Group ANR 85

Paper Group ANR 85

April 3, 2020

Flexible Log File Parsing using Hidden Markov Models. Bi-objective Optimization of Biclustering with Binary Data. An Empirical Evaluation of Perturbation-based Defenses. MLFcGAN: Multi-level Feature Fusion based Conditional GAN for Underwater Image Color Correction. Lung Infection Quantification of COVID-19 in CT Images with Deep Learning. Weakly-s …
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 AWR 17

Paper Group AWR 17

April 3, 2020

Variational Wasserstein Barycenters for Geometric Clustering. MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection. PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation. Building a COVID-19 Vulnerability Index. End-to-End Fast Training of Communication …
Paper Group AWR 4

Paper Group AWR 4

April 3, 2020

Masked Face Recognition Dataset and Application. PrivacyFL: A simulator for privacy-preserving and secure federated learning. Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol. A Machine Learning alternative to placebo-controlled clinical trials upon new diseases: A primer. DSGN: Deep Stereo Geometry Network …
Paper Group AWR 50

Paper Group AWR 50

April 3, 2020

The Reciprocal Bayesian LASSO. Certified Defenses for Adversarial Patches. Training Binary Neural Networks using the Bayesian Learning Rule. AMAGOLD: Amortized Metropolis Adjustment for Efficient Stochastic Gradient MCMC. Tidying Deep Saliency Prediction Architectures. Directional Deep Embedding and Appearance Learning for Fast Video Object Segment …
Paper Group AWR 74

Paper Group AWR 74

April 3, 2020

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud. Statistical power for cluster analysis. Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. Synonymous Generalization in Sequence-to-Sequence Recurrent Networks. CRYSPNet: Crystal Structure Predictions via Neural Network. NYTWIT: A Dataset o …
Paper Group AWR 79

Paper Group AWR 79

April 3, 2020

Expected Information Maximization: Using the I-Projection for Mixture Density Estimation. Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level Saliency. COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest Radiography Images. Exploring Categorical Regular …
Paper Group ANR 119

Paper Group ANR 119

April 2, 2020

Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature. Options of Interest: Temporal Abstraction with Interest Functions. Self-Constructing Graph Convolutional Networks for Semantic Labeling. Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using St …
Paper Group ANR 124

Paper Group ANR 124

April 2, 2020

Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model. Tensor denoising and completion based on ordinal observations. Novelty search employed into the development of cancer treatment simulations. IoT Device Identification Using Deep Learning. Anypath Routing Protocol Design via Q-Learning for Underw …
Paper Group ANR 128

Paper Group ANR 128

April 2, 2020

Time-aware Large Kernel Convolutions. Symmetry Detection of Occluded Point Cloud Using Deep Learning. Deep Blind Video Super-resolution. ROSE: Real One-Stage Effort to Detect the Fingerprint Singular Point Based on Multi-scale Spatial Attention. EgoMap: Projective mapping and structured egocentric memory for Deep RL. Relevant-features based Auxilia …
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 178

Paper Group ANR 178

April 2, 2020

Device Heterogeneity in Federated Learning: A Superquantile Approach. Two Tier Prediction of Stroke Using Artificial Neural Networks and Support Vector Machines. Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform. Backward Feature Correction: How Deep Learning Performs Deep Learning. Spectral Clustering Revi …
Paper Group ANR 197

Paper Group ANR 197

April 2, 2020

An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms. Watch and learn – a generalized approach for transferrable learning in deep neural networks via physical principles. Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion. COVID-ResNet: A Deep Learning Framework for Screeni …
Paper Group ANR 210

Paper Group ANR 210

April 2, 2020

Fair Principal Component Analysis and Filter Design. Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology. ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning. Search Space of Adversarial Perturbations against Image Filters. Estimating Training Data Influence by Tracking Gradient Descent. …
Paper Group ANR 239

Paper Group ANR 239

April 2, 2020

Investigating the influence Brexit had on Financial Markets, in particular the GBP/EUR exchange rate. Unsupervised Fuzzy eIX: Evolving Internal-eXternal Fuzzy Clustering. Graph4Code: A Machine Interpretable Knowledge Graph for Code. Emotion Recognition From Gait Analyses: Current Research and Future Directions. AI-Mediated Exchange Theory. Convolut …
Paper Group ANR 243

Paper Group ANR 243

April 2, 2020

Federated Visual Classification with Real-World Data Distribution. A Scalable Framework for Sparse Clustering Without Shrinkage. A Proof of Useful Work for Artificial Intelligence on the Blockchain. MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?. Implicitly Defined Layers in Neural Networks. Heterogeneity Loss to Handle Int …
Paper Group ANR 251

Paper Group ANR 251

April 2, 2020

Density-Aware Graph for Deep Semi-Supervised Visual Recognition. Shortest path distance approximation using deep learning techniques. COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection. Grounded Situation Recognition. Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment. Tenso …
Paper Group ANR 265

Paper Group ANR 265

April 2, 2020

Time Series Data Augmentation for Deep Learning: A Survey. Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning. Assisted Learning and Imitation Privacy. LGVTON: A Landmark Guided Approach to Virtual Try-On. Statistical Queries and Statistical Algorithms: Foundations and Applications. Cor …
Paper Group ANR 267

Paper Group ANR 267

April 2, 2020

Geometric Fusion via Joint Delay Embeddings. Spatio-temporal Tubelet Feature Aggregation and Object Linking in Videos. Efficiency and Equity are Both Essential: A Generalized Traffic Signal Controller with Deep Reinforcement Learning. multi-patch aggregation models for resampling detection. Longitudinal Support Vector Machines for High Dimensional …
Paper Group ANR 281

Paper Group ANR 281

April 2, 2020

TensorFlow Audio Models in Essentia. GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end. Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks. The Landscape of Matrix Factorization Revisited. Deep Active Learning for Remote Sensing Object Detection. Video-b …
Paper Group ANR 294

Paper Group ANR 294

April 2, 2020

Information Condensing Active Learning. Site2Vec: a reference frame invariant algorithm for vector embedding of protein-ligand binding sites. Communication-Efficient Edge AI: Algorithms and Systems. The Synthesizability of Molecules Proposed by Generative Models. Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine L …
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 359

Paper Group ANR 359

April 2, 2020

The Neighbours’ Similar Fitness Property for Local Search. FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis. Computing rank-revealing factorizations of matrices stored out-of-core. 3DSSD: Point-based 3D Single Stage Object Detector. Multi-object Monocular SLAM for Dynamic Environments. PSF–NET: A Non-parametr …