DeepBean

@UCvKxZESX9YYpmAGETmcrAmQ - 13.4K subscribers

Understanding modern machine learning from first principles.

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The Equation That Powers Diffusion Models - Deriving the Reverse-Time SDE

The Equation That Powers Diffusion Models - Deriving the Reverse-Time SDE DeepBean

3.2K views - 7 months ago

Score Matching Explained - The Key Idea Behind Diffusion Models

Score Matching Explained - The Key Idea Behind Diffusion Models DeepBean

4.3K views - 7 months ago

How Diffusion Models Work (DDPM Explained)

How Diffusion Models Work (DDPM Explained) DeepBean

4.8K views - 7 months ago

Understanding GANs (Generative Adversarial Networks)

Understanding GANs (Generative Adversarial Networks) DeepBean

65K views - 1 year ago

Vanishing Gradients: Why Training RNNs is Hard

Vanishing Gradients: Why Training RNNs is Hard DeepBean

4.4K views - 1 year ago

Vector-Quantized Variational Autoencoders (VQ-VAEs)

Vector-Quantized Variational Autoencoders (VQ-VAEs) DeepBean

32K views - 1 year ago

Disentanglement with beta-VAEs

Disentanglement with beta-VAEs DeepBean

7.1K views - 1 year ago

How CNNs Work (Convolutional Neural Nets)

How CNNs Work (Convolutional Neural Nets) DeepBean

12K views - 2 years ago

Understanding Variational Autoencoders (VAEs)

Understanding Variational Autoencoders (VAEs) DeepBean

68K views - 2 years ago

The Geiger-Marsden Experiments | Nuclear Physics

The Geiger-Marsden Experiments | Nuclear Physics DeepBean

4.4K views - 3 years ago

Dijkstra's Algorithm: Finding the Shortest Path

Dijkstra's Algorithm: Finding the Shortest Path DeepBean

1.4K views - 3 years ago

Einstein's Ladder Paradox; Simply Explained

Einstein's Ladder Paradox; Simply Explained DeepBean

26K views - 3 years ago

Solving Einstein's Twin Paradox

Solving Einstein's Twin Paradox DeepBean

6.1K views - 3 years ago

Relativistic Velocity Addition | Special Relativity

Relativistic Velocity Addition | Special Relativity DeepBean

13K views - 3 years ago

What is Spacetime? | Special Relativity

What is Spacetime? | Special Relativity DeepBean

6.1K views - 3 years ago

Deriving the General Lorentz Transformation | Special Relativity

Deriving the General Lorentz Transformation | Special Relativity DeepBean

17K views - 3 years ago

Deriving the Lorentz Transformations | Special Relativity

Deriving the Lorentz Transformations | Special Relativity DeepBean

64K views - 3 years ago

Time Dilation and Length Contraction | Special Relativity

Time Dilation and Length Contraction | Special Relativity DeepBean

16K views - 3 years ago

The Michelson-Morley Experiment | Special Relativity

The Michelson-Morley Experiment | Special Relativity DeepBean

75K views - 3 years ago

The Physics of Nuclear Weapons

The Physics of Nuclear Weapons DeepBean

3.1K views - 3 years ago

How YOLO Object Detection Works

How YOLO Object Detection Works DeepBean

153K views - 3 years ago

Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)

Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam) DeepBean

147K views - 3 years ago

Backpropagation: How Neural Networks Learn

Backpropagation: How Neural Networks Learn DeepBean

13K views - 3 years ago

Transformers, Simply Explained | Deep Learning

Transformers, Simply Explained | Deep Learning DeepBean

9K views - 3 years ago