Search Results for author: Shaohua Shang

Found 3 papers, 1 papers with code

FeaInfNet: Diagnosis in Medical Image with Feature-Driven Inference and Visual Explanations

no code implementations4 Dec 2023 Yitao Peng, Lianghua He, Die Hu, Yihang Liu, Longzhen Yang, Shaohua Shang

Due to the unique multi-instance learning of medical images and the difficulty in identifying decision-making regions, many interpretability models that have been proposed still have problems of insufficient accuracy and interpretability in medical image disease diagnosis.

Adaptive Routing Between Capsules

no code implementations19 Nov 2019 Qiang Ren, Shaohua Shang, Lianghua He

Capsule network is the most recent exciting advancement in the deep learning field and represents positional information by stacking features into vectors.

Virtual Conditional Generative Adversarial Networks

1 code implementation25 Jan 2019 Haifeng Shi, Guanyu Cai, Yuqin Wang, Shaohua Shang, Lianghua He

All the generative paths share the same decoder network while in each path the decoder network is fed with a concatenation of a different pre-computed amplified one-hot vector and the inputted Gaussian noise.

Clustering Conditional Image Generation +1

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