Autonomous Vehicles

Paper Group ANR 1051

January 28, 2020

In Other News: A Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data. Harmonic Unpaired Image-to-image Translation. Optimal coding and the origins of Zipfian laws. Mango Tree Net – A fully convolutional network for semantic segmentation and individual crown detection of mango trees. Memory-Sample Tradeoffs for Linear …

Paper Group ANR 1054

January 28, 2020

Advances on CNN-based super-resolution of Sentinel-2 images. Deep Distributional Sequence Embeddings Based on a Wasserstein Loss. Towards Automated Sexual Violence Report Tracking. A Control-Model-Based Approach for Reinforcement Learning. Identification In Missing Data Models Represented By Directed Acyclic Graphs. Design and Results of the Second …

Paper Group ANR 793

January 28, 2020

Detecting Unknown Behaviors by Pre-defined Behaviours: An Bayesian Non-parametric Approach. Multi-Scale Quasi-RNN for Next Item Recommendation. RECAL: Reuse of Established CNN classifer Apropos unsupervised Learning paradigm. Towards End-to-End Text Spotting in Natural Scenes. Understanding 3D CNN Behavior for Alzheimer’s Disease Diagnosis from Bra …

Paper Group ANR 801

January 28, 2020

The Ant Swarm Neuro-Evolution Procedure for Optimizing Recurrent Networks. Few-shot Adaptive Faster R-CNN. Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty. Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems. Improvin …

Paper Group ANR 842

January 28, 2020

Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns. End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning. When is a Prediction Knowledge?. Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views. Dissecting Non-Vacuous Gene …

Paper Group ANR 843

January 28, 2020

On Privacy Protection of Latent Dirichlet Allocation Model Training. BAGH – Comparative study. Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation. GLADAS: Gesture Learning for Advanced Driver Assistance Systems. Label Mapping Neural Networks with Response Consolidation for Class Incremental Learnin …

Paper Group ANR 853

January 28, 2020

Degraded Historical Documents Images Binarization Using a Combination of Enhanced Techniques. Open Set Domain Adaptation for Image and Action Recognition. Predicting Soil pH by Using Nearest Fields. The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. On the Vulnerability of CNN Classifiers in EEG-Based BCIs. Develop …

Paper Group ANR 859

January 28, 2020

Unsupervised Primitive Discovery for Improved 3D Generative Modeling. Behavior Planning of Autonomous Cars with Social Perception. Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model. Neural networks for option pricing and hedging: a literature review. Focusing and Diffusion: Bidirectional Attentive Graph Convoluti …

Paper Group ANR 869

January 28, 2020

Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion. Clustering piecewise stationary processes. Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning. Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assista …

Paper Group ANR 876

January 28, 2020

Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training. ÆTHEL: Automatically Extracted Typelogical Derivations for Dutch. Online Predictive Optimization Framework for Stochastic Demand-Responsive Transit Services. Blang: Bayesian declarative modelling of arbitrary data structures. SymNet: Symmetrical Fi …

Paper Group ANR 878

January 28, 2020

Findings of the Third Workshop on Neural Generation and Translation. Posterior Distribution for the Number of Clusters in Dirichlet Process Mixture Models. Vulnerable road user detection: state-of-the-art and open challenges. Anomaly Detection in High Dimensional Data. Coupling the reduced-order model and the generative model for an importance samp …

Paper Group ANR 899

January 28, 2020

A Method to Generate Synthetically Warped Document Image. Assigning Medical Codes at the Encounter Level by Paying Attention to Documents. Imputation estimators for unnormalized models with missing data. Decentralized Federated Learning: A Segmented Gossip Approach. Automating Predictive Modeling Process using Reinforcement Learning. Toward a bette …

Paper Group ANR 907

January 28, 2020

Improving land cover segmentation across satellites using domain adaptation. Controlling Style and Semantics in Weakly-Supervised Image Generation. DENS: A Dataset for Multi-class Emotion Analysis. Domain adversarial learning for emotion recognition. Training CNNs with Selective Allocation of Channels. Attention-based Convolutional Neural Network f …

Paper Group ANR 921

January 28, 2020

Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances. Age prediction using a large chest X-ray dataset. Constrained Linear Data-feature Mapping for Image Classification. How Personal is Machine Learning Personalization?. IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tr …

Paper Group ANR 931

January 28, 2020

MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech. MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning. DANTE: Deep AlterNations for Training nEural networks. Tree-based Intelligent Intrusion Detection System in Internet of Vehicles. Acquiring Knowledge from Pre-trained Mode …

Paper Group ANR 950

January 28, 2020

XCMRC: Evaluating Cross-lingual Machine Reading Comprehension. Lung CT Imaging Sign Classification through Deep Learning on Small Data. Probabilistic Decoupling of Labels in Classification. Age and gender bias in pedestrian detection algorithms. Confidence regions and minimax rates in outlier-robust estimation on the probability simplex. Egocentric …

Paper Group ANR 954

January 28, 2020

Affine Disentangled GAN for Interpretable and Robust AV Perception. Learning Scalable and Precise Representation of Program Semantics. Deep Ordinal Reinforcement Learning. Scalable Influence Estimation Without Sampling. Site-specific graph neural network for predicting protonation energy of oxygenate molecules. InfoGraph: Unsupervised and Semi-supe …

Paper Group ANR 955

January 28, 2020

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network. What’s in my Room? Object Recognition on Indoor Panoramic Images. Brain-Inspired Inference on Missing Video Sequence. Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining. Large-scale text processing pipeline with A …

Paper Group ANR 956

January 28, 2020

Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group. OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge. Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge. Interaction-aware Decision Making with Adaptive Strategies under Merging Scenarios. Aski …

Paper Group ANR 976

January 28, 2020

The Wang-Landau Algorithm as Stochastic Optimization and Its Acceleration. Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving. A Unified Framework of Robust Submodular Optimization. Matrix Product State Based Quantum Classifier. GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving. Re- …

Paper Group ANR 1084

January 27, 2020

Concatenated Feature Pyramid Network for Instance Segmentation. Fine-Grained Visual Recognition with Batch Confusion Norm. Point-less: More Abstractive Summarization with Pointer-Generator Networks. Tightly Coupled 3D Lidar Inertial Odometry and Mapping. Coarse2Fine: A Two-stage Training Method for Fine-grained Visual Classification. Few-shot Learn …

Paper Group ANR 1100

January 27, 2020

Gradient-Aware Model-based Policy Search. Quantifying the alignment of graph and features in deep learning. Incremental Visual-Inertial 3D Mesh Generation with Structural Regularities. On the Need for Topology-Aware Generative Models for Manifold-Based Defenses. Closing the gap towards end-to-end autonomous vehicle system. Quantified Constraint Han …

Paper Group ANR 1114

January 27, 2020

Complexity-entropy analysis at different levels of organization in written language. Quantum algorithms for Second-Order Cone Programming and Support Vector Machines. Congestion Analysis of Convolutional Neural Network-Based Pedestrian Counting Methods on Helicopter Footage. Evaluating Bregman Divergences for Probability Learning from Crowd. Mono3D …

Paper Group ANR 1120

January 27, 2020

A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models. Application of Different Simulated Spectral Data and Machine Learning to Estimate the Chlorophyll a Concentration of Several Inland Waters. Food for thought: Ethical considerations of user trust in computer vision. Learning from M …

Paper Group ANR 1122

January 27, 2020

Software Engineering Practices for Machine Learning. Towards Making the Most of BERT in Neural Machine Translation. Asymmetric GAN for Unpaired Image-to-image Translation. Improving a Quality of 3D Object Detection by Spatial Transformation Mechanism. Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks. Object-Cent …

Paper Group ANR 1132

January 27, 2020

Generating superpixels using deep image representations. On Quantified Modal Theorem Proving for Modeling Ethics. Testing Mixtures of Discrete Distributions. Efficient Algorithms for Smooth Minimax Optimization. Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees. Two Computational Mod …

Paper Group ANR 1172

January 27, 2020

Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. Measuring the intelligence of an idealized mechanical knowing agent. Incorporating Symbolic Sequential Modeling for Speech Enhancement. Identify treatm …

Paper Group ANR 1177

January 27, 2020

DeepFault: Fault Localization for Deep Neural Networks. Big-Data Clustering: K-Means or K-Indicators?. Handwritten Chinese Character Recognition by Convolutional Neural Network and Similarity Ranking. Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach. vqSGD: Vector Quantized Stochastic Gradient Descent. Is Fast A …