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Data Science allows us to extract meaning from and interpret data.

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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
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
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
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
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

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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
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
Transformers Can Do Arithmetic with the Right Embeddings

Transformers Can Do Arithmetic with the Right Embeddings

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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
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

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3 min read
Why are Sensitive Functions Hard for Transformers?

Why are Sensitive Functions Hard for Transformers?

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4 min read
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

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4 min read
VecFusion: Vector Font Generation with Diffusion

VecFusion: Vector Font Generation with Diffusion

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4 min read
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