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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

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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
Extracting Prompts by Inverting LLM Outputs

Extracting Prompts by Inverting LLM Outputs

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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
Models That Prove Their Own Correctness

Models That Prove Their Own Correctness

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5 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
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

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3 min read
Not All Language Model Features Are Linear

Not All Language Model Features Are Linear

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4 min read
Many-Shot In-Context Learning

Many-Shot In-Context Learning

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4 min read
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

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4 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
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
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

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4 min read
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

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4 min read
Thermodynamic Natural Gradient Descent

Thermodynamic Natural Gradient Descent

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5 min read
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