1 code implementation • NeurIPS 2023 • Jeffrey Ouyang-Zhang, Daniel J. Diaz, Adam R. Klivans, Philipp Krähenbühl
We build Mutate Everything on top of ESM2 and AlphaFold, neither of which were trained to predict thermodynamic stability.
1 code implementation • 12 Dec 2022 • Jeffrey Ouyang-Zhang, Jang Hyun Cho, Xingyi Zhou, Philipp Krähenbühl
Our detector that trains Deformable-DETR with traditional IoU-based label assignment achieved 50. 2 COCO mAP within 12 epochs (1x schedule) with ResNet50 backbone, outperforming all existing traditional or transformer-based detectors in this setting.
Ranked #2 on Object Detection on COCO-O (using extra training data)