Fast Estimation of Information Theoretic Learning Descriptors using Explicit Inner Product Spaces. Accelerated learning algorithms of general fuzzy min-max neural network using a branch-and-bound-based hyperbox selection rule. Deliberation Model Based Two-Pass End-to-End Speech Recognition. A.I. based Embedded Speech to Text Using Deepspeech. Trans …

Action Quality Assessment using Siamese Network-Based Deep Metric Learning. Machines Learn Appearance Bias in Face Recognition. Kinetic Theory for Residual Neural Networks. Understanding the Power and Limitations of Teaching with Imperfect Knowledge. Local intrinsic dimensionality estimators based on concentration of measure. On Coresets for Suppor …

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 …

Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition. Online LiDAR-SLAM for Legged Robots with Robust Registration and Deep-Learned Loop Closure. Decentralized SGD with Over-the-Air Computation. MaxUp: A Simple Way to Improve Generalization of Neural Network Training. Neural Kernels Without Tangents. On the Convergence o …

Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing. Coreset-based Strategies for Robust Center-type Problems. Towards Federated Learning: Robustness Analytics to Data Heterogeneity. A Two-Stream Meticulous Processing Network for Retinal Vessel Segmentation. Evolutionary Approach to Collectible Card Game Arena …

Adaptive exponential power distribution with moving estimator for nonstationary time series. Deep Technology Tracing for High-tech Companies. Scattering Features for Multimodal Gait Recognition. Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning. Correlated Feature Selection with Ex …

A Computational Investigation on Denominalization. A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium. Plant Stem Segmentation Using Fast Ground Truth Generation. Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. Improved inter-scanner MS lesi …

Target Detection, Tracking and Avoidance System for Low-cost UAVs using AI-Based Approaches. Hybrid calibration procedure for fringe projection profilometry based on stereo-vision and polynomial fitting. Introducing Aspects of Creativity in Automatic Poetry Generation. Does label smoothing mitigate label noise?. Bypassing the Monster: A Faster and …

Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. Multi-Person Pose Estimation with Enhanced Feature Aggregation and Selection. AnimePose: Multi-person 3D pose estimation and animation. Schema-Guided Dialogue State Tracking Task at DSTC8. Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyra …