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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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Levels of AGI for Operationalizing Progress on the Path to AGI

Levels of AGI for Operationalizing Progress on the Path to AGI

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4 min read
YOLOv10: Real-Time End-to-End Object Detection

YOLOv10: Real-Time End-to-End Object Detection

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3 min read
AI-Assisted Assessment of Coding Practices in Modern Code Review

AI-Assisted Assessment of Coding Practices in Modern Code Review

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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
Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand

Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand

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4 min read
Evaluation of the Programming Skills of Large Language Models

Evaluation of the Programming Skills of Large Language Models

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3 min read
Deceptive, Disruptive, No Big Deal: Japanese People React to Simulated Dark Commercial Patterns

Deceptive, Disruptive, No Big Deal: Japanese People React to Simulated Dark Commercial Patterns

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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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4 min read
Your Transformer is Secretly Linear

Your Transformer is Secretly Linear

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4 min read
Influencer Cartels

Influencer Cartels

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4 min read
Many-Shot In-Context Learning

Many-Shot In-Context Learning

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4 min read
Not All Language Model Features Are Linear

Not All Language Model Features Are Linear

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4 min read
Lessons from the Trenches on Reproducible Evaluation of Language Models

Lessons from the Trenches on Reproducible Evaluation of Language Models

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5 min read
Surveilling the Masses with Wi-Fi-Based Positioning Systems

Surveilling the Masses with Wi-Fi-Based Positioning Systems

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5 min read
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

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4 min read
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

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4 min read
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

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4 min read
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA

Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA

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4 min read
DarkDNS: Revisiting the Value of Rapid Zone Update

DarkDNS: Revisiting the Value of Rapid Zone Update

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4 min read
Extracting Prompts by Inverting LLM Outputs

Extracting Prompts by Inverting LLM Outputs

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4 min read
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

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3 min read
Ephemeral Rollups are All you Need

Ephemeral Rollups are All you Need

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3 min read
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

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4 min read
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition

Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition

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4 min read
Representation noising effectively prevents harmful fine-tuning on LLMs

Representation noising effectively prevents harmful fine-tuning on LLMs

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5 min read
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