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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

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The Guardrails Paradox: Why Constraint Is What Lets AI Move Fast

The Guardrails Paradox: Why Constraint Is What Lets AI Move Fast

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8 min read
FeliniAI: un triple pipeline (visión + clínico + LLM) para detectar alergias felinas con F1 0.97

FeliniAI: un triple pipeline (visión + clínico + LLM) para detectar alergias felinas con F1 0.97

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2 min read
GPU vs CPU for AI: Why GPUs Win for Many Workloads and When CPUs Still Matter

GPU vs CPU for AI: Why GPUs Win for Many Workloads and When CPUs Still Matter

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13 min read
Beyond Size: The Three Pillars of Test-Time Scaling in Large Language Models

Beyond Size: The Three Pillars of Test-Time Scaling in Large Language Models

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5 min read
Decoupling Physical Control and Reasoning: DeepMind's Gemini Robotics 2 Architecture

Decoupling Physical Control and Reasoning: DeepMind's Gemini Robotics 2 Architecture

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5 min read
GEPA Explained — From Paper to Working Code in 10 Minutes

GEPA Explained — From Paper to Working Code in 10 Minutes

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5 min read
CoMem Explained — From Paper to Working Code in 10 Minutes

CoMem Explained — From Paper to Working Code in 10 Minutes

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6 min read
The Invisible Complexity Behind Simple Human Actions: Why Teaching Machines What We Do Naturally Is So Hard

The Invisible Complexity Behind Simple Human Actions: Why Teaching Machines What We Do Naturally Is So Hard

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2 min read
GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three

GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three

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5 min read
First Commit of Machine Learning

First Commit of Machine Learning

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2 min read
I Implemented the Algorithm Behind ChatGPT From Scratch - Day 8 (PPO).

I Implemented the Algorithm Behind ChatGPT From Scratch - Day 8 (PPO).

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3 min read
From Learning Machine Learning to Competing on Kaggle: My First End-to-End Playground Competition Journey

From Learning Machine Learning to Competing on Kaggle: My First End-to-End Playground Competition Journey

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9 min read
Separar canciones en stems con HTDemucs v4 en un servidor con poca RAM

Separar canciones en stems con HTDemucs v4 en un servidor con poca RAM

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2 min read
Detecting Objects in Satellite Imagery with YOLOv8: xView + DOTA to YOLO in Practice

Detecting Objects in Satellite Imagery with YOLOv8: xView + DOTA to YOLO in Practice

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5 min read
权重即数据:神经网络权重空间学习如何成为 AI 的下一类训练集

权重即数据:神经网络权重空间学习如何成为 AI 的下一类训练集

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2 min read
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