Autoregressive Enzyme Function Prediction with Multi-scale Multi-modality Fusion

no code implementations • 11 Aug 2024 • Dingyi Rong, Wenzhuo Zheng, Bozitao Zhong, Zhouhan Lin, Liang Hong, Ning Liu

Accurate prediction of enzyme function is crucial for elucidating biological mechanisms and driving innovation across various sectors.

Prediction Protein Function Prediction

GARF:Geometry-Aware Generalized Neural Radiance Field

no code implementations • 5 Dec 2022 • Yue Shi, Dingyi Rong, Bingbing Ni, Chang Chen, Wenjun Zhang

To address these issues, we propose Geometry-Aware Generalized Neural Radiance Field (GARF) with a geometry-aware dynamic sampling (GADS) strategy to perform real-time novel view rendering and unsupervised depth estimation on unseen scenes without per-scene optimization.

3D geometry Decoder +4

Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation Supervision

1 code implementation • 11 Jun 2022 • Dingyi Rong, Jiancheng Yang, Bingbing Ni, Bilian Ke

Projection map (PM) from optical coherence tomography (OCT) B-scan is an important tool to diagnose retinal diseases, which typically requires retinal layer segmentation.

Segmentation

Geometric Granularity Aware Pixel-To-Mesh

no code implementations • ICCV 2021 • Yue Shi, Bingbing Ni, Jinxian Liu, Dingyi Rong, Ye Qian, Wenjun Zhang

Pixel-to-mesh has wide applications, especially in virtual or augmented reality, animation and game industry.