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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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Pareto Optimal Learning for Estimating Large Language Model Errors

Pareto Optimal Learning for Estimating Large Language Model Errors

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4 min read
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

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4 min read
Can a Transformer Represent a Kalman Filter?

Can a Transformer Represent a Kalman Filter?

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4 min read
VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

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4 min read
UFO: A UI-Focused Agent for Windows OS Interaction

UFO: A UI-Focused Agent for Windows OS Interaction

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4 min read
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

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Neuromorphic dreaming: A pathway to efficient learning in artificial agents

Neuromorphic dreaming: A pathway to efficient learning in artificial agents

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4 min read
TimeGPT-1

TimeGPT-1

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4 min read
Fractal Patterns May Illuminate the Success of Next-Token Prediction

Fractal Patterns May Illuminate the Success of Next-Token Prediction

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5 min read
Track Anything Rapter(TAR)

Track Anything Rapter(TAR)

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3 min read
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

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5 min read
As an AI Language Model, Yes I Would Recommend Calling the Police'': Norm Inconsistency in LLM Decision-Making

As an AI Language Model, Yes I Would Recommend Calling the Police'': Norm Inconsistency in LLM Decision-Making

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4 min read
Robust Classification via a Single Diffusion Model

Robust Classification via a Single Diffusion Model

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AstroPT: Scaling Large Observation Models for Astronomy

AstroPT: Scaling Large Observation Models for Astronomy

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3 min read
Chain-of-Thought Reasoning Without Prompting

Chain-of-Thought Reasoning Without Prompting

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