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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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Linear Regression, Regression: Supervised Machine Learning

Linear Regression, Regression: Supervised Machine Learning

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16 min read
Mathematics for Machine Learning - Day 5

Mathematics for Machine Learning - Day 5

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6 min read
TensorFlow for Beginners: Your First Neural Network

TensorFlow for Beginners: Your First Neural Network

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2 min read
Delving into ChatGPT usage in academic writing through excess vocabulary

Delving into ChatGPT usage in academic writing through excess vocabulary

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3 min read
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

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5 min read
Machine Psychology: Investigating Emergent Capabilities and Behavior in Large Language Models Using Psychological Methods

Machine Psychology: Investigating Emergent Capabilities and Behavior in Large Language Models Using Psychological Methods

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4 min read
Vulnerability Detection with Code Language Models: How Far Are We?

Vulnerability Detection with Code Language Models: How Far Are We?

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5 min read
SmartChoices: Augmenting Software with Learned Implementations

SmartChoices: Augmenting Software with Learned Implementations

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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
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
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
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

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4 min read
ColPali: Efficient Document Retrieval with Vision Language Models

ColPali: Efficient Document Retrieval with Vision Language Models

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4 min read
Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Learning to (Learn at Test Time): RNNs with Expressive Hidden States

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3 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
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