DeepBean

@UCvKxZESX9YYpmAGETmcrAmQ - 12.8K 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

2.6K views - 4 months ago

Score Matching Explained - The Key Idea Behind Diffusion Models

Score Matching Explained - The Key Idea Behind Diffusion Models DeepBean

3.1K views - 4 months ago

How Diffusion Models Work (DDPM Explained)

How Diffusion Models Work (DDPM Explained) DeepBean

3.6K views - 5 months ago

Understanding GANs (Generative Adversarial Networks)

Understanding GANs (Generative Adversarial Networks) DeepBean

56.2K views - 1 year ago

Vanishing Gradients: Why Training RNNs is Hard

Vanishing Gradients: Why Training RNNs is Hard DeepBean

3.9K views - 1 year ago

Vector-Quantized Variational Autoencoders (VQ-VAEs)

Vector-Quantized Variational Autoencoders (VQ-VAEs) DeepBean

29.4K views - 1 year ago

Disentanglement with beta-VAEs

Disentanglement with beta-VAEs DeepBean

6.6K views - 1 year ago

How CNNs Work (Convolutional Neural Nets)

How CNNs Work (Convolutional Neural Nets) DeepBean

11.5K views - 1 year ago

Understanding Variational Autoencoders (VAEs)

Understanding Variational Autoencoders (VAEs) DeepBean

63.9K views - 2 years ago

The Geiger-Marsden Experiments | Nuclear Physics

The Geiger-Marsden Experiments | Nuclear Physics DeepBean

4K views - 2 years ago

Dijkstra's Algorithm: Finding the Shortest Path

Dijkstra's Algorithm: Finding the Shortest Path DeepBean

1.5K views - 2 years ago

Einstein's Ladder Paradox; Simply Explained

Einstein's Ladder Paradox; Simply Explained DeepBean

25.4K views - 2 years ago

Solving Einstein's Twin Paradox

Solving Einstein's Twin Paradox DeepBean

5.8K views - 2 years ago

Relativistic Velocity Addition | Special Relativity

Relativistic Velocity Addition | Special Relativity DeepBean

12.4K views - 3 years ago

What is Spacetime? | Special Relativity

What is Spacetime? | Special Relativity DeepBean

5.9K 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

60.7K 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

71K views - 3 years ago

The Physics of Nuclear Weapons

The Physics of Nuclear Weapons DeepBean

3K views - 3 years ago

How YOLO Object Detection Works

How YOLO Object Detection Works DeepBean

145.7K views - 3 years ago

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

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

140.2K views - 3 years ago

Backpropagation: How Neural Networks Learn

Backpropagation: How Neural Networks Learn DeepBean

12.5K views - 3 years ago

Transformers, Simply Explained | Deep Learning

Transformers, Simply Explained | Deep Learning DeepBean

8.7K views - 3 years ago