Search Results for author: Bilian Ke

Found 3 papers, 2 papers with code

Learning Unsupervised Gaze Representation via Eye Mask Driven Information Bottleneck

no code implementations29 Jun 2024 Yangzhou Jiang, Yinxin Lin, Yaoming Wang, Teng Li, Bilian Ke, Bingbing Ni

Appearance-based supervised methods with full-face image input have made tremendous advances in recent gaze estimation tasks.

Gaze Estimation Unsupervised Pre-training

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

1 code implementation11 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

MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

3 code implementations27 Oct 2021 Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Bilian Ke, Hanspeter Pfister, Bingbing Ni

We introduce MedMNIST v2, a large-scale MNIST-like dataset collection of standardized biomedical images, including 12 datasets for 2D and 6 datasets for 3D.

AutoML Image Classification

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