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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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Chameleon: Mixed-Modal Early-Fusion Foundation Models

Chameleon: Mixed-Modal Early-Fusion Foundation Models

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4 min read
A Spectral Condition for Feature Learning

A Spectral Condition for Feature Learning

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4 min read
Distinguishing Tor From Other Encrypted Network Traffic Through Character Analysis

Distinguishing Tor From Other Encrypted Network Traffic Through Character Analysis

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3 min read
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models

SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models

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4 min read
VILA: On Pre-training for Visual Language Models

VILA: On Pre-training for Visual Language Models

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4 min read
Multimodal Chain-of-Thought Reasoning in Language Models

Multimodal Chain-of-Thought Reasoning in Language Models

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4 min read
On the Security Vulnerabilities of Text-to-SQL Models

On the Security Vulnerabilities of Text-to-SQL Models

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3 min read
SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

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4 min read
How Far Are We From AGI

How Far Are We From AGI

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5 min read
Training-Free Consistent Text-to-Image Generation

Training-Free Consistent Text-to-Image Generation

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4 min read
Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Identifying the Risks of LM Agents with an LM-Emulated Sandbox

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3 min read
People cannot distinguish GPT-4 from a human in a Turing test

People cannot distinguish GPT-4 from a human in a Turing test

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5 min read
Player-Driven Emergence in LLM-Driven Game Narrative

Player-Driven Emergence in LLM-Driven Game Narrative

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4 min read
Layer-Condensed KV Cache for Efficient Inference of Large Language Models

Layer-Condensed KV Cache for Efficient Inference of Large Language Models

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5 min read
Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

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4 min read
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