Search Results for author: Ellis Brown

Found 3 papers, 3 papers with code

V-IRL: Grounding Virtual Intelligence in Real Life

1 code implementation5 Feb 2024 Jihan Yang, Runyu Ding, Ellis Brown, Xiaojuan Qi, Saining Xie

There is a sensory gulf between the Earth that humans inhabit and the digital realms in which modern AI agents are created.

Decision Making

Your Diffusion Model is Secretly a Zero-Shot Classifier

2 code implementations ICCV 2023 Alexander C. Li, Mihir Prabhudesai, Shivam Duggal, Ellis Brown, Deepak Pathak

Our generative approach to classification, which we call Diffusion Classifier, attains strong results on a variety of benchmarks and outperforms alternative methods of extracting knowledge from diffusion models.

Domain Generalization Fine-Grained Image Classification +5

Internet Explorer: Targeted Representation Learning on the Open Web

1 code implementation27 Feb 2023 Alexander C. Li, Ellis Brown, Alexei A. Efros, Deepak Pathak

Modern vision models typically rely on fine-tuning general-purpose models pre-trained on large, static datasets.

Classification Representation Learning +1

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