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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Discovering Preference Optimization Algorithms with and for Large Language Models

Discovering Preference Optimization Algorithms with and for Large Language Models

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4 min read
The Prompt Report: A Systematic Survey of Prompting Techniques

The Prompt Report: A Systematic Survey of Prompting Techniques

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3 min read
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

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4 min read
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

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4 min read
Instant 3D Human Avatar Generation using Image Diffusion Models

Instant 3D Human Avatar Generation using Image Diffusion Models

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4 min read
Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

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4 min read
Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

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4 min read
Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Improve Mathematical Reasoning in Language Models by Automated Process Supervision

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4 min read
What is machine learning

What is machine learning

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1 min read
Tools and Tool_Choice - Azure GPT4

Tools and Tool_Choice - Azure GPT4

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4 min read
How to Fool and Avoid Facial Recognition in Public Places

How to Fool and Avoid Facial Recognition in Public Places

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2 min read
Simple DETR Object Detection with Python

Simple DETR Object Detection with Python

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2 min read
Introduction to Transformer Models

Introduction to Transformer Models

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5 min read
Getting Started with Machine Learning

Getting Started with Machine Learning

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2 min read
GenAI Arena: An Open Evaluation Platform for Generative Models

GenAI Arena: An Open Evaluation Platform for Generative Models

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3 min read
RAG Does Not Work for Enterprises

RAG Does Not Work for Enterprises

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4 min read
Zero-shot Image Editing with Reference Imitation

Zero-shot Image Editing with Reference Imitation

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4 min read
Towards a Personal Health Large Language Model

Towards a Personal Health Large Language Model

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5 min read
10 Essential Future Technology Books Every Developer Should Read

10 Essential Future Technology Books Every Developer Should Read

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1 min read
Separating the Chirp from the Chat: Self-supervised Visual Grounding of Sound and Language

Separating the Chirp from the Chat: Self-supervised Visual Grounding of Sound and Language

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4 min read
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

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5 min read
Clifford-Steerable Convolutional Neural Networks

Clifford-Steerable Convolutional Neural Networks

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4 min read
PowerInfer-2: Fast Large Language Model Inference on a Smartphone

PowerInfer-2: Fast Large Language Model Inference on a Smartphone

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4 min read
Day 7 of Machine Learning|| Linear Regression Part 1

Day 7 of Machine Learning|| Linear Regression Part 1

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3 min read
ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ

ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ

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3 min read
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