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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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Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

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5 min read
Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

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4 min read
OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

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3 min read
PaliGemma: A versatile 3B VLM for transfer

PaliGemma: A versatile 3B VLM for transfer

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4 min read
LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

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3 min read
LoRA+: Efficient Low Rank Adaptation of Large Models

LoRA+: Efficient Low Rank Adaptation of Large Models

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3 min read
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

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4 min read
X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

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4 min read
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

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4 min read
There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

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4 min read
Simulacra as Conscious Exotica

Simulacra as Conscious Exotica

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4 min read
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

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4 min read
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

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4 min read
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

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4 min read
FACTS About Building Retrieval Augmented Generation-based Chatbots

FACTS About Building Retrieval Augmented Generation-based Chatbots

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4 min read
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