Deep learning.

Algorithms and Benchmarks for Robust Visual Object Tracking. by: (Electronic resources)

Predicting, Engineering and Interpreting Gene Regulatory Sequences and Proteins with Deep Learning. by: (Electronic resources)

The Magic of Vision: Understanding What Happens in the Process. by: (Electronic resources)

Towards Adversarial and Non-Adversarial Robustness of Machine Learning and Signal Processing: Fundamental Limits and Algorithms. by: (Electronic resources)

A Deep Learning Based Approach to Sketch Recognition and Model Transformation for Requirements Elicitation and Modelling. by: (Electronic resources)

Deep Representation Learning for Photorealistic Content Creation. by: (Electronic resources)

Essays in Mathematical Finance and Machine Learning. by: (Electronic resources)

Deep Learning in 3d Hand Pose and Mesh Estimation. by: (Electronic resources)

Internet of Things (IoT) Anomaly Detection Using Machine Learning Techniques: Parameter Optimization and Algorithm Comparison. by: (Electronic resources)

Faster Convolutional Neural Networks Training. by: (Electronic resources)

Low Power Audio Feature Extraction for Machine Learning Applications. by: (Electronic resources)

Retail Research in the Age of Big Data: Guiding the Search for Answers. by: (Electronic resources)

Compositional Reasoning in Robot Learning. by: (Electronic resources)

A Novel Approach for Improving the Quality of Data Using Aggregation Mechanism. by: (Electronic resources)

Deep Reinforcement Learning Methods for Autonomous Driving Safety and Interactivity. by: (Electronic resources)

Resource-Efficient Execution of Deep Learning Computations. by: (Electronic resources)

Modeling Multivariate Time-Series Variables in Healthcare Using Deep Learning Methods. by: (Electronic resources)

Turning Visual Noise into Hardware Efficiency: Systems of Viewer and Content Aware Power-Quality Scalable Embedded Memories with Ecc-Adaptation for Big Videos and Deep Learning. by: (Electronic resources)

Geometric Aspects of Deep Learning. by: (Electronic resources)

Efficient Provisioning of Virtual Network Functions Via Machine Learning. by: (Electronic resources)

Three Essays on the Role of Unstructured Data in Marketing Research. by: (Electronic resources)

Learning to Explore Knowledges from Cross Modality Data. by: (Electronic resources)

Machine Vision Methods for Evaluating Plant Stand Count and Weed Classification Using Open-Source Platforms. by: (Electronic resources)

Machine Learning-Assisted Resource Management in Edge Computing Systems. by: (Electronic resources)

Nonlinear Computations in Neural Networks and Applications. by: (Electronic resources)

Machine Learning and Vision Using Edge Devices for Multimodal Chatbots and Bio-meteorological Sensing. by: (Electronic resources)

A Deep Learning Approach to LncRNA Subcellular Localization Using Inexact q-mer. by: (Electronic resources)

An Energy Efficient EdgeAI Autoencoder for Reinforcement Learning. by: (Electronic resources)

Traffic Fatality Rate Prediction Based on Deep Neural Network and Bayesian Neural Network. by: (Electronic resources)

Modular Neural Networks. by: (Electronic resources)

Deep Learning from Smart City Data. by: (Electronic resources)

Training Deep Neural Networks and Solving Differential Equations Using Neuromorphic Photonics. by: (Electronic resources)

Integrating Physical and Data-Driven Perspectives on Building Energy Performance: A Tale of Two Cities. by: (Electronic resources)

Neuromorphic Systems for Pattern Recognition and UAV Trajectory Planning. by: (Electronic resources)

Learning Perception and Control from Rich Interactions. by: (Electronic resources)

Visual Analysis of the Product Supply Chain in Smart Manufacturing and Industry 4.0. by: (Electronic resources)

Deep Learning Tools to Accelerate Knee Osteoarthritis Research. by: (Electronic resources)

Studies on the Use of Machine Learning Algorithms for Analysis and Design of Materials at Multiple Length Scales. by: (Electronic resources)

Automated Longitudinal Assessment of CT Cancer Lesions. by: (Electronic resources)

Identification and Classification of Radio Pulsar Signals Using Machine Learning. by: (Electronic resources)

On Deep Machine Learning Based Techniques for Electric Power Systems. by: (Electronic resources)

Artificial Intelligence Applied to Facial Image Analysis and Feature Measurement. by: (Electronic resources)

Efficient Communication Via Reinforcement Learning. by: (Electronic resources)

Deep Learning and Object Detection. by: (Electronic resources)

Exploration and Safety in Deep Reinforcement Learning. by: (Electronic resources)

Real-Time Cost-Aware Machine Learning at the Edge. by: (Electronic resources)

Can We Trust AI? Towards Practical Implementation and Theoretical Analysis in Trustworthy Machine Learning. by: (Electronic resources)

Optimization and High-Dimensional Loss Landscapes in Deep Learning. by: (Electronic resources)

Deep Learning for Single Image Deblurring. by: (Electronic resources)

Distributed Deep Learning in Iot : = Splitting Neural Networks in Inference and Training. by: (Electronic resources)

Information-Theoretic Approach for Upscaling. by: (Electronic resources)

High Resolution 3D Mapping of the Oxytocin System Across Time and Space in the Mouse Brain. by: (Electronic resources)

Contact-Free Human Activity Sensing Using Wireless Signals. by: (Electronic resources)

AI in Education : = Effective Machine Learning Methods to Improve Data Scarcity and Knowledge Generalization. by: (Electronic resources)

An Investigation on the Resilience of Long Short-Term Memory Deep Neural Networks. by: (Electronic resources)

Deep Learning-Based Indoor Localization for IoT Applications. by: (Electronic resources)

Prior-Informed Machine Learning for Biomedical Imaging and Perception. by: (Electronic resources)

Functional and Effective Connectivity Based Classification and Prediction of Alzheimer's Disease. by: (Electronic resources)

More is Better than One: The Effect of Ensembling on Deep Learning Performance in Biochemical Prediction Problems. by: (Electronic resources)

Investigating the Earthquake Cycle on Multiple Temporal and Spatial Scales Using Satellites and Simulations. by: (Electronic resources)

Deep Learning Algorithms for Computational Mechanics on Irregular Geometries / by: (Electronic resources)

Deep Learning on a Diet: An Error Landscape Perspective on Parameter and Data Efficiency in Deep Learning / by: (Electronic resources)

Graph Neural Networks Based on Multi-Rate Signal Decomposition for Bearing Fault Diagnosis. by: (Electronic resources)

Custom Senses of Order in Architectural Design : Formal and Intuitive Modes of Visual Reasoning = = Mimari Tasarimda Ozel Duzen Algilari : Gorsel Dusuncenin Formel ve Sezgisel Modlari. by: (Electronic resources)

Technology Forecasting for National Research and Education Networks Using Structural Equation Modelling-Based Context-Sensitive Data Fusion. by: (Electronic resources)

Efficient Learning from 3D Molecular Structures Using Equivariant Neural Networks. by: (Electronic resources)

Apprentissage Profond et Bioacoustique Marine Pour la detection de Poissons = = Deep Learning and Marine Bioacoustics for Fish Detection. by: (Electronic resources)

Natural Language Processing and Graph Representation Learning for Clinical Data. by: (Electronic resources)

A Representation-Based Approach to Connect Regular Grammar and Deep Learning. by: (Electronic resources)

Data Reduction for Communication-Efficient Machine Learning. by: (Electronic resources)

Incorporating Social Information into an Autonomous Vehicle's Decision-Making Process and Control. by: (Electronic resources)

Unmanned Aerial Vehicle-Enabled Mobile Edge Computing for 5G and Beyond. by: (Electronic resources)

Machine Learning Based Trading Strategy. by: (Electronic resources)

Neural Guidance in Constraint Solvers. by: (Electronic resources)

Positive Unlabeled Learning: Optimization and Evaluation. by: (Electronic resources)

Resource Constrained Neural Architecture Design. by: (Electronic resources)

Deep Learning for Medical Image Interpretation. by: (Electronic resources)

Full-Field Analysis: A Machine Learning Approach. by: (Electronic resources)

Resource and Data Efficient Deep Learning. by: (Electronic resources)

Learning to Generate and Differentiate 3D Objects Using Geometry & Language. by: (Electronic resources)

Algorithmic Techniques for Neural Network Training on Memory-Constrained Hardware. by: (Electronic resources)

A Cis-Regulatory Lexicon of Dna Motif Combinations Mediating Cell Type-Specific Gene Regulation. by: (Electronic resources)

Empowering Deep Learning with Graphs. by: (Electronic resources)

Monte Carlo Planning and Reinforcement Learning for Large Scale Sequential Decision Problems. by: (Electronic resources)

Predicting the Functional Impact of de Novo Mutations in Human Diseases and Disorders. by: (Electronic resources)

The Signal in the Noise: Developing Tools to Extract Meaning from Biological Variation. by: (Electronic resources)

Deep Learning for Large-Scale MIMO: An Intelligent Wireless Communications Approach. by: (Electronic resources)

Generalized Hate Speech Detection on Social Media = = איתור תכני שנאה ברשתות חברתיות.‪‪‪ by: (Electronic resources)

Deep Learning Based Simulation for Automotive Software Development. by: (Electronic resources)

Inferencing User Characteristics and Behaviors from Social Media with Applications in Regulatory Science. by: (Electronic resources)

Leveraging Multi-Source Remote Sensing Images and Deep Learning to Map Caribou Lichens. by: (Electronic resources)

Essays in Technological Innovation & Financial Economics. by: (Electronic resources)

Understanding Natural Language Directions for Robotic Indoor Navigation. by: (Electronic resources)

Deep Structural Learning for Fusion in Remote Sensing Applications. by: (Electronic resources)

Imagination-Augmented Deep Reinforcement Learning for Robotic Applications. by: (Electronic resources)

Towards a Resilient and Intelligent Energy Management System Design for Distribution Networks with High Renewable Energy Penetration. by: (Electronic resources)

Artificial Neural Network-Based Surrogate Modelling Methods in Accelerating Topology Optimization Process for Large-Scale Designs. by: (Electronic resources)

New Model-Based and Deep Learning Methods for Survival Data with or Without Competing Risks. by: (Electronic resources)

A Comparative Study of Deep Learning Architectures for Multivariate Cloud Workload Prediction = = COk Degiskenli Bulut is Yuku Tahmini Icin Derin Ogrenme Mimarilerinin Karsilastirmali Calismasi. by: (Electronic resources)

GAN-Based Super-Resolution and Segmentation of Retinal Layers in Optical Coherence Tomography Scans. by: (Electronic resources)

Application of a Polynomial Affine Method in Dynamic Portfolio Choice. by: (Electronic resources)

Optimisation & Generalisation in Networks of Neurons. by: (Electronic resources)

Application of Neural Language Models for Research Article Classification into Sustainable Development Goals. by: (Electronic resources)

Unsupervised Generative Chord Representation Learning and its Effect on Novelty-Creativity and Fidelity-Standards. by: (Electronic resources)

Mathematical Language Processing : = Deep Learning Representations and Inference Over Mathematical Text. by: (Electronic resources)

Improving Deep Learning-Based Facade Visual Inspection: A Data Quality Perspective. by: (Electronic resources)

Study of Deep Neural Networks on Graph Data in a Generative Learning Regime. by: (Electronic resources)

From Edge to Equipment: Design and Implementation of a Machine-Learning-Enabled Smart Manufacturing System. by: (Electronic resources)

Development of Deep Learning Models for RNA Modification Detection Using Nanopore Sequencing. by: (Electronic resources)

Compiling Deep Learning Kernels to Locality-Aware Dataflow. by: (Electronic resources)

Applying Artificial Intelligence to the Sociological Study of Meaning. by: (Electronic resources)

Efficient and Robust Deep Learning for Medical Imaging and Natural Language Processing. by: (Electronic resources)

Deep Learning Applied to Animal Linguistics = = Deep Learning Mit Anwendung in Der Tierlinguistik. by: (Electronic resources)

Multimodal Learning Analytics and Predictive Student Modeling for Game-Based Learning. by: (Electronic resources)

Improving the Performance of Yolo-Based Detection Algorithms for Small Object Detection in Uav-Taken Images = = Kucuk Nesne Tanima uZerine Kullanilan Yolo Tabanli Nesne Tanima Algoritmalarinin Iyilestirilmesi. by: (Electronic resources)

Developing Fpgas as an Acceleration Platform for Data-Intensive Applications. by: (Electronic resources)

Generative AI for Ceramics Painting. by: (Electronic resources)

Deep Reinforcement Learning with Consensus for Manipulators. by: (Electronic resources)