Object Localization

Paper Group AWR 5

February 2, 2020

Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks. CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing. DAOC: Stable Clustering of Large Networks. A Topic-Agnostic Approach for Identifying Fake News Pages. Compositio …

Paper Group AWR 103

February 1, 2020

Learning to Traverse Latent Spaces for Musical Score Inpainting. KPConv: Flexible and Deformable Convolution for Point Clouds. FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing. Cross-Domain Transferability of Adversarial Perturbations. Soft Anchor-Point Object Detection. CutMix: Regularization Strategy to Train …

Paper Group AWR 168

February 1, 2020

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm. Grid R-CNN Plus: Faster and Better. WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. Memory-Driven Mixed Low Precision Quantization …

Paper Group AWR 286

February 1, 2020

Mean Spectral Normalization of Deep Neural Networks for Embedded Automation. Mask Embedding in conditional GAN for Guided Synthesis of High Resolution Images. Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN. Interpretable and Steerable Sequence Learning via Prototypes. Patent Citation Dynami …

Paper Group AWR 295

February 1, 2020

Gromov-Wasserstein Factorization Models for Graph Clustering. Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System. Tree Transformer: Integrating Tree Structures into Self-Attention. Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness. Place Recognition for Stereo VisualOdometry us …

Paper Group AWR 330

February 1, 2020

Arabic Text Diacritization Using Deep Neural Networks. Pose Estimation of Periacetabular Osteotomy Fragments with Intraoperative X-Ray Navigation. Topological Machine Learning for Multivariate Time Series. Uncovering the Semantics of Wikipedia Categories. Estimating Information-Theoretic Quantities with Uncertainty Forests. A Prior of a Googol Gaus …

Paper Group AWR 337

February 1, 2020

Neural Scene Decomposition for Multi-Person Motion Capture. A Functional Representation for Graph Matching. Relational Graph Attention Networks. Unsupervised Traffic Accident Detection in First-Person Videos. Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks. SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited …

Paper Group ANR 23

January 31, 2020

Informing a BDI Player Model for an Interactive Narrative. Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem. Conservative Wasserstein Training for Pose Estimation. Fast and Secure Distributed Learning in High Dimension. Tactile Mapping and Localization from High-Resolution Tactile Imprints. Detecting to …

Paper Group ANR 3

January 31, 2020

High-Performance Deep Learning via a Single Building Block. Realistic Ultrasonic Environment Simulation Using Conditional Generative Adversarial Networks. A Survey of Deep Learning-based Object Detection. Towards Explainable Deep Neural Networks (xDNN). Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution. …

Paper Group AWR 399

January 31, 2020

Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting. Deep Double Descent: Where Bigger Models and More Data Hurt. Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector. PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex …

Paper Group AWR 415

January 31, 2020

Rethinking on Multi-Stage Networks for Human Pose Estimation. Neural Network Based in Silico Simulation of Combustion Reactions. Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs. SeesawFaceNets: sparse and robust face verification model for mobile platform. Three scenarios for continual learning. ELF OpenG …

Paper Group ANR 429

January 30, 2020

Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration. An AI-based, Multi-stage detection system of banking botnets. Federated Learning with Bayesian Differential Privacy. A Novel Adap …

Paper Group ANR 541

January 29, 2020

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution. Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning. Assessing The Factual Accuracy of Generated Text. Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data. Transfer Lear …

Paper Group ANR 600

January 29, 2020

Using Deep Object Features for Image Descriptions. CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction. Exploration by Optimisation in Partial Monitoring. Learning 3D Human Body Embedding. Measuring Domain Portability and ErrorPropagation in Biomedical QA. Novel Applications of Factored Neural Machine Translation. Multimodal Classi …

Paper Group ANR 603

January 29, 2020

RNN-based Generative Model for Fine-Grained Sketching. Joint shape learning and segmentation for medical images using a minimalistic deep network. NEMO: Future Object Localization Using Noisy Ego Priors. Credit Card Fraud Detection Using Autoencoder Neural Network. Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction. Contextu …

Paper Group ANR 647

January 29, 2020

Privately Learning Thresholds: Closing the Exponential Gap. Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks. Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment. Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns. Partially-supervised Mention Detection. Meta …

Paper Group ANR 1012

January 28, 2020

To each route its own ETA: A generative modeling framework for ETA prediction. A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning. SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection. Model selection for high-dimensional linear regression with dependent observations. EAST: Encodin …

Paper Group ANR 805

January 28, 2020

Triple Generative Adversarial Networks. Convolutional neural network for detection and classification of seizures in clinical data. Convolutional Neural Networks for Automatic Meter Reading. The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures. Towards Inconsistency Measurement in …

Paper Group ANR 952

January 28, 2020

Backprop Diffusion is Biologically Plausible. Real-time Multiple People Hand Localization in 4D Point Clouds. DeepJSCC-f: Deep Joint-Source Channel Coding of Images with Feedback. A Hamilton-Jacobi Reachability-Based Framework for Predicting and Analyzing Human Motion for Safe Planning. Quantum Latent Semantic Analysis. Parity Models: A General Fra …

Paper Group ANR 966

January 28, 2020

Bayesian Zero-Shot Learning. LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation. Zero-shot Learning for Audio-based Music Classification and Tagging. Machine Learning Cryptanalysis of a Quantum Random Number Generator. Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects. Single Clas …

Paper Group ANR 1101

January 27, 2020

Dynamical Triangulation Induced by Quantum Walk. Transition Subspace Learning based Least Squares Regression for Image Classification. Joint Detection of Malicious Domains and Infected Clients. SVM-based Deep Stacking Networks. Action Modifiers: Learning from Adverbs in Instructional Videos. Design of optical neural networks with component imprecis …

Paper Group ANR 1269

January 27, 2020

The FACTS of Technology-Assisted Sensitivity Review. k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants. Data Priming Network for Automatic Check-Out. I-vector Based Features Embedding for Heart Sound Classification. Complicated T …

Paper Group ANR 1270

January 27, 2020

Character 3-gram Mover’s Distance: An Effective Method for Detecting Near-duplicate Japanese-language Recipes. Histographs: Graphs in Histopathology. Weakly Supervised Object Localization with Inter-Intra Regulated CAMs. A Short Note on the Kinetics-700 Human Action Dataset. Benefit of Interpolation in Nearest Neighbor Algorithms. Document-level Ne …

Paper Group ANR 1285

January 27, 2020

Discriminative training of conditional random fields with probably submodular constraints. Deep-Learning Assisted High-Resolution Binocular Stereo Depth Reconstruction. DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction. Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret. Statistical Learning and …

Paper Group ANR 1531

January 26, 2020

Scalable Source Code Similarity Detection in Large Code Repositories. It Runs in the Family: Searching for Similar Names using Digitized Family Trees. Where is the Information in a Deep Neural Network?. Automatic Discovery of Privacy-Utility Pareto Fronts. Surface Type Classification for Autonomous Robot Indoor Navigation. A Group-Theoretic Framewo …

Paper Group ANR 1590

January 26, 2020

Towards More Sample Efficiency in Reinforcement Learning with Data Augmentation. Elimination of All Bad Local Minima in Deep Learning. Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization. Is Two Better than One? Effects of Multiple Agents on User Persuasion. Deep Autotuner: A Data-Driven Approach to Natural-Soundin …

Paper Group ANR 1604

January 26, 2020

Unit Impulse Response as an Explainer of Redundancy in a Deep Convolutional Neural Network. Student Performance Prediction with Optimum Multilabel Ensemble Model. Avoiding hashing and encouraging visual semantics in referential emergent language games. Convolutional STN for Weakly Supervised Object Localization and Beyond. Cost-efficient segmentati …

Paper Group ANR 1666

January 25, 2020

A Vietnamese information retrieval system for product-price. In-memory hyperdimensional computing. Are skip connections necessary for biologically plausible learning rules?. Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-awar …