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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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Graph Convolutional Branch and Bound

Graph Convolutional Branch and Bound

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3 min read
Bootstrap3D: Improving 3D Content Creation with Synthetic Data

Bootstrap3D: Improving 3D Content Creation with Synthetic Data

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4 min read
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

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5 min read
Ask LLMs Directly, What shapes your bias?: Measuring Social Bias in Large Language Models

Ask LLMs Directly, What shapes your bias?: Measuring Social Bias in Large Language Models

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1 min read
QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks

QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks

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3 min read
CityDreamer: Compositional Generative Model of Unbounded 3D Cities

CityDreamer: Compositional Generative Model of Unbounded 3D Cities

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3 min read
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

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3 min read
Approximate Nearest Neighbor Search with Window Filters

Approximate Nearest Neighbor Search with Window Filters

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3 min read
Scalable Detection of Salient Entities in News Articles

Scalable Detection of Salient Entities in News Articles

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3 min read
Improving Alignment and Robustness with Short Circuiting

Improving Alignment and Robustness with Short Circuiting

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4 min read
Statistics for Data Science and Machine Learning

Statistics for Data Science and Machine Learning

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9 min read
Building your first machine learning model in Python

Building your first machine learning model in Python

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6 min read
Understanding Generative AI and LLMs

Understanding Generative AI and LLMs

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3 min read
What other skills does industry need in ML?

What other skills does industry need in ML?

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1 min read
Search Engines 2.0: Powered by LLMs and Multilingual Voice Search

Search Engines 2.0: Powered by LLMs and Multilingual Voice Search

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8 min read
Computer Vision Meetup: Lessons Learned fine-tuning Llama2 for Autonomous Agents 31:03

Computer Vision Meetup: Lessons Learned fine-tuning Llama2 for Autonomous Agents

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1 min read
China's new Sora rival is here

China's new Sora rival is here

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1 min read
From sticks and levers to worlds and chasms

From sticks and levers to worlds and chasms

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2 min read
WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

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3 min read
Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne 09:25

Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne

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1 min read
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

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3 min read
Gated Linear Attention Transformers with Hardware-Efficient Training

Gated Linear Attention Transformers with Hardware-Efficient Training

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4 min read
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

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4 min read
Knockout: A simple way to handle missing inputs

Knockout: A simple way to handle missing inputs

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4 min read
ReGAL: Refactoring Programs to Discover Generalizable Abstractions

ReGAL: Refactoring Programs to Discover Generalizable Abstractions

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4 min read
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