1 code implementation • 5 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.
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.
Ranked #1 on Image Classification on ObjectNet (ImageNet classes)
1 code implementation • 27 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.