Outlier

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just me sharing my passion for deep learning by making explanatory videos for theory and code implementations.

Latest Videos

Direct Preference Optimization (DPO) Paper Explained

Direct Preference Optimization (DPO) Paper Explained

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2.2K views·5 months ago

Proximal Policy Optimization (PPO) & Group Relative Policy Optimization (GRPO) Paper Explained

Proximal Policy Optimization (PPO) & Group Relative Policy Optimization (GRPO) Paper Explained

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5.8K views·6 months ago

Rotary Positional Embeddings Explained Transformer

Rotary Positional Embeddings Explained Transformer

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14.5K views·8 months ago

Flow Matching Explanation + PyTorch Implementation

Flow Matching Explanation + PyTorch Implementation

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39.8K views·1 year ago

Diffusion Models From Scratch Score-Based Generative Models Explained Math Explained

Diffusion Models From Scratch Score-Based Generative Models Explained Math Explained

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66.8K views·1 year ago

Efficient Text-to-Image Training (Würstchen Stable Cascade) Paper Explained

Efficient Text-to-Image Training (Würstchen Stable Cascade) Paper Explained

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16.2K views·2 years ago

Text-to-Image Explained Paella Explained Paper Explanation

Text-to-Image Explained Paella Explained Paper Explanation

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4.9K views·2 years ago

Cross Attention Method Explanation Math Explained

Cross Attention Method Explanation Math Explained

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38.7K views·3 years ago

Diffusion Models PyTorch Implementation

Diffusion Models PyTorch Implementation

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104.5K views·3 years ago

Diffusion Models Paper Explanation Math Explained

Diffusion Models Paper Explanation Math Explained

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320.0K views·3 years ago

VQ-GAN PyTorch Implementation

VQ-GAN PyTorch Implementation

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18.6K views·4 years ago

VQ-GAN Paper Explanation

VQ-GAN Paper Explanation

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27.5K views·4 years ago

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