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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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Privacy-Aware Visual Language Models

Privacy-Aware Visual Language Models

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4 min read
Executable Code Actions Elicit Better LLM Agents

Executable Code Actions Elicit Better LLM Agents

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4 min read
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

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5 min read
Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

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5 min read
Arrows of Time for Large Language Models

Arrows of Time for Large Language Models

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5 min read
Look Once to Hear: Target Speech Hearing with Noisy Examples

Look Once to Hear: Target Speech Hearing with Noisy Examples

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5 min read
Simplifying Transformer Blocks

Simplifying Transformer Blocks

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4 min read
gzip Predicts Data-dependent Scaling Laws

gzip Predicts Data-dependent Scaling Laws

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5 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
You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

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4 min read
Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust

Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust

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4 min read
The Road Less Scheduled

The Road Less Scheduled

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4 min read
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
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