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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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Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

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4 min read
MoEUT: Mixture-of-Experts Universal Transformers

MoEUT: Mixture-of-Experts Universal Transformers

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3 min read
NPGA: Neural Parametric Gaussian Avatars

NPGA: Neural Parametric Gaussian Avatars

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3 min read
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

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4 min read
An Introduction to Vision-Language Modeling

An Introduction to Vision-Language Modeling

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4 min read
Relightable Gaussian Codec Avatars

Relightable Gaussian Codec Avatars

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4 min read
Contextual Position Encoding: Learning to Count What's Important

Contextual Position Encoding: Learning to Count What's Important

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4 min read
Is Complexity an Illusion?

Is Complexity an Illusion?

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2 min read
Kotlin ML Pack: Technical Report

Kotlin ML Pack: Technical Report

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5 min read
The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds

The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds

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4 min read
AnyLoss: Transforming Classification Metrics into Loss Functions

AnyLoss: Transforming Classification Metrics into Loss Functions

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4 min read
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

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3 min read
Recapping the AI, Machine Learning and Data Science Meetup - May 30, 2024

Recapping the AI, Machine Learning and Data Science Meetup - May 30, 2024

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6 min read
Neural Network Parameter Diffusion

Neural Network Parameter Diffusion

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4 min read
Towards Lightweight Super-Resolution with Dual Regression Learning

Towards Lightweight Super-Resolution with Dual Regression Learning

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3 min read
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