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Yuki Shizuya

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Towards AI

Vision Embedding Comparison for Image Similarity Search: EfficientNet vs.

What are the differences in embeddings among these models?

Oct 12, 2024

Vision Embedding Comparison for Image Similarity Search: EfficientNet vs.

Oct 12, 2024

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Intuition

Understanding L1 and L2 regularization with analytical and probabilistic views

Derive L1 and L2 regularization via analytical and probabilistic solution

May 25, 2024

Understanding L1 and L2 regularization with analytical and probabilistic views

May 25, 2024

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The Quantastic Journal

A Gentle Introduction to Gaussian Discriminant Analysis: Gaussian Naive Bayes, Linear Discriminant…

To understand Gaussian discriminant analysis deeply based on the mathematics and a Python implementation from scratch

Jan 27

The visualization of the decision boundary of Gaussian Naive Bayes, LDA, and QDA by the author

Jan 27

Published in

Generative AI

Practical Guide of LLM Quantization: GPTQ, AWQ, BitsandBytes, and Unsloth

Let’s learn modern quantization techniques and their implementation with Mistral and Llama 3.2

Dec 16, 2024

Practical Guide of LLM Quantization: GPTQ, AWQ, BitsandBytes, and Unsloth

Dec 16, 2024

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Towards AI

Unlocking CLIP: LLM2CLIP Can Enhance CLIP to Get a Further Visual Representation

Microsoft developed a more powerful CLIP by leveraging LLM

Nov 25, 2024

Unlocking CLIP: LLM2CLIP Can Enhance CLIP to Get a Further Visual Representation

Nov 25, 2024

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Towards AI

Automatic Speech Recognition -Whisper Variants Comparison: What Are Their Features And How To…

Which Whisper variant is suitable for what case? Whisper vs Faster-Whisper vs WhisperX vs Distil-Whisper

Nov 14, 2024

Automatic Speech Recognition -Whisper Variants Comparison: What Are Their Features And How To…

Nov 14, 2024

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Generative AI

Unlocking Mixture-of-Experts (MoE) LLM : Your MoE model can be embedding model for free

Mixture-of-experts (MoE) LLM can be used as an embedding model for free.

Nov 3, 2024

Unlocking Mixture-of-Experts (MoE) LLM : Your MoE model can be embedding model for free

Nov 3, 2024

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Generative AI

Pixtral 12B is released : Novel SOTA Open-Source Multimodal Language Model

MistralAI team released Pixtral 12B, a novel open-source multimodal model that outperforms other open-source models. How does it works and…

Oct 23, 2024

Pixtral 12B is released : Novel SOTA Open-Source Multimodal Language Model

Oct 23, 2024

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Generative AI

Unlocking the Diffusion Model Power!

The introduction of a novel tuning-free style transfer method: InstantStyle. How can it work without additional fine-tuning, and how can it…

Sep 29, 2024

Unlocking the Diffusion Model Power!

Sep 29, 2024

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AI Advances

Novel personalized image generation: InstantID — Theoretical Understanding and Applications

InstantID is a novel personalized image generation based on the diffusion model. This blog covers the theoretical understanding and how to…

Sep 25, 2024

Novel personalized image generation: InstantID — Theoretical Understanding and Applications

Sep 25, 2024

Yuki Shizuya

Yuki Shizuya

Data Scientist in Japanese IT company. I write blogs about machine learning/deep learning/statistics.

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