AI — Models & Research

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Lambertian Case | Photometric Stereo
Formal & Physical Sciences AI — Models & Research
EN

Lambertian Case | Photometric Stereo

Shree Nayar
18 min
★ ★ ★ ★ ★ 5/5
Photometric StereoLambertianComputer Vision
Support Vector Machine | Face Detection
Formal & Physical Sciences AI — Models & Research
EN

Support Vector Machine | Face Detection

Shree Nayar
14 min
★ ★ ★ ★ ☆ 4/5
Support Vector MachineFace DetectionComputer Vision
SIFT Descriptor | SIFT Detector
Formal & Physical Sciences AI — Models & Research
EN

SIFT Descriptor | SIFT Detector

Shree Nayar
10 min
★ ★ ★ ★ ★ 5/5
SIFTComputer VisionFeature Matching
Hough Transform | Boundary Detection
Formal & Physical Sciences AI — Models & Research
EN

Hough Transform | Boundary Detection

Shree Nayar
21 min
★ ★ ★ ★ ★ 5/5
Hough TransformComputer VisionEdge Detection
Detecting Blobs | SIFT Detector
Formal & Physical Sciences AI — Models & Research
EN

Detecting Blobs | SIFT Detector

Shree Nayar
14 min
★ ★ ★ ★ ★ 5/5
Computer VisionBlob DetectionLaplacian of Gaussian
Corner Detection | Edge Detection
Formal & Physical Sciences AI — Models & Research
EN

Corner Detection | Edge Detection

Shree Nayar
14 min
★ ★ ★ ★ ★ 5/5
Corner DetectionHarris Corner DetectorComputer Vision
Active Contours | Boundary Detection
Formal & Physical Sciences AI — Models & Research
EN

Active Contours | Boundary Detection

Shree Nayar
18 min
★ ★ ★ ★ ★ 5/5
Active ContoursSnakesComputer Vision
Geometric Properties | Binary Images
Formal & Physical Sciences AI — Models & Research
EN

Geometric Properties | Binary Images

Shree Nayar
18 min
★ ★ ★ ★ ★ 5/5
Computer VisionBinary ImagesImage Moments
Wide Angle Cameras | Image Formation
Formal & Physical Sciences AI — Models & Research
EN

Wide Angle Cameras | Image Formation

Shree Nayar
23 min
★ ★ ★ ★ ★ 5/5
Computer VisionWide-Angle ImagingFisheye Lens
Topics Covered | Introduction
Formal & Physical Sciences AI — Models & Research
EN

Topics Covered | Introduction

Shree Nayar
17 min
★ ★ ★ ★ ☆ 4/5
Computer VisionImage Processing3D Reconstruction
VC dimension I
Formal & Physical Sciences AI — Models & Research
EN

VC dimension I

Dr. Eitan Farchi (IBM)
14 min
★ ★ ★ ★ ☆ 4/5
VC DimensionMachine LearningShattering
Lec 17 Learning Language - 1
Formal & Physical Sciences AI — Models & Research
EN

Lec 17 Learning Language - 1

Physics Lectures
27 min
★ ★ ★ ★ ☆ 4/5
Quantum MechanicsDirac NotationWave Function
explaining PAC
Formal & Physical Sciences AI — Models & Research
EN

explaining PAC

Dr. Eitan Farchi
21 min
★ ★ ★ ★ ☆ 4/5
PAC LearningMachine LearningProbably Approximately Correct
A simple example of PAC learning
Formal & Physical Sciences AI — Models & Research
EN

A simple example of PAC learning

Dr. Eitan Farchi (IBM R&D)
23 min
★ ★ ★ ★ ☆ 4/5
PAC LearningMachine LearningProbably Approximately Correct
Curse of dimensionality
Formal & Physical Sciences AI — Models & Research
EN

Curse of dimensionality

Dr. Eitan Farchi
13 min
★ ★ ★ ★ ☆ 4/5
Curse of DimensionalityMonte Carlo SimulationHigh-Dimensional Geometry
Union bound and ML theory
Formal & Physical Sciences AI — Models & Research
EN

Union bound and ML theory

Dr. Eitan Farchi
13 min
★ ★ ★ ☆ ☆ 3/5
Union BoundPAC LearningMachine Learning Theory
Training Fully Quantum Boltzmann Machines
Formal & Physical Sciences AI — Models & Research
EN

Training Fully Quantum Boltzmann Machines

Nathan Wiebe
82 min
★ ★ ★ ★ ☆ 4/5
Quantum Machine LearningBoltzmann MachinesQuantum Neural Networks