Search Results for author: Jeffrey Ouyang-Zhang

Found 2 papers, 2 papers with code

Predicting a Protein's Stability under a Million Mutations

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.

NMS Strikes Back

1 code implementation12 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)

Attribute object-detection +1

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