Displaying 273 resources

A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Fast 3D Convolution algorithms

This lecture overviews Fast 3D Convolution algorithms that has many applications in the fast implementation of 3D image and video filtering, 3D CNNs and motion estimation.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Domain Adaptation and Generalization

There is an issue of domain shift in machine learning models, which occurs when models trained on one dataset perform poorly when tested on data from a different source.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Proactive dialogue systems, related to a wide range of real-world conversational applications, equip the conversational agent with the capability of leading the conversation direction towards achieving pre-defined targets or fulfilling certain goals
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Edge Detection

This lecture overviews Edge Detection that has many applications in image analysis, notably shape description and object recognition. It covers the following topics in detail: Edge detection using numerical differentiation or image statistics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Learning on manifolds

The conference paper provides a brief introduction into manifolds from a computer vision perspective. Important manifolds for this research field, like symmetric positive definite matrices and affine transformation matrices, are presented.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Sonar Imaging

This lecture overviews Sonar Imaging that has many applications in autonomous marine vessels. It covers the following topics in detail: Hydro Acoustics, Sonar Hardware, Calibration, Noise reduction, Echograms, Post Processing.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Real-World Data Science Projects Management

Real-World Data Science Projects involve the practical application of data science methodologies to solve real-world problems.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

AI Studies Survey

AI is a rapidly emerging field that has opened up new vistas of innovation and creativity. From intelligent systems to self-driving cars, AI has transformed the way we live and work.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Robot Learning

The talk discusses the long-standing vision of creating autonomous robots capable of assisting humans in daily life. A crucial step toward this goal is enabling robots to learn tasks based on environmental cues or higher-level instructions.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

e-Symposium 2023: Crowding Out the Truth? A Simple Model of Misinformation, Polarization, and Meaningful Social Interactions

This paper delves into the critical role of social media in debates surrounding polarization, misinformation, and the state of democracy worldwide.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Other Other

3D-Flood Dataset

The Aristotle University of Thessaloniki (hereinafter, AUTH) created the dataset ‘3D-Flood’, within the context of the project TEMA that was funded by the European Commission-European Union [Grant Agreement number: 101093003; st
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand