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Data Science

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

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Eureka: Human-Level Reward Design via Coding Large Language Models

Eureka: Human-Level Reward Design via Coding Large Language Models

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4 min read
Better & Faster Large Language Models via Multi-token Prediction

Better & Faster Large Language Models via Multi-token Prediction

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5 min read
Training-free Graph Neural Networks and the Power of Labels as Features

Training-free Graph Neural Networks and the Power of Labels as Features

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4 min read
Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input
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Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input

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4 min read
GenCast: Diffusion-based ensemble forecasting for medium-range weather
Cover image for GenCast: Diffusion-based ensemble forecasting for medium-range weather

GenCast: Diffusion-based ensemble forecasting for medium-range weather

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4 min read
Predicting SSH keys in Open SSH Memory dumps

Predicting SSH keys in Open SSH Memory dumps

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4 min read
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

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4 min read
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification
Cover image for Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

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3 min read
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models
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BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

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4 min read
Cross-validation in Machine Learning

Cross-validation in Machine Learning

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4 min read
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
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Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

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3 min read
Iterative Reasoning Preference Optimization
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Iterative Reasoning Preference Optimization

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4 min read
Make Your LLM Fully Utilize the Context

Make Your LLM Fully Utilize the Context

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4 min read
Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
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Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

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4 min read
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

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5 min read
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