Search Results for author: Rushi Lan

Found 8 papers, 4 papers with code

Gland segmentation via dual encoders and boundary-enhanced attention

no code implementations29 Jan 2024 Huadeng Wang, Jiejiang Yu, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo

Accurate and automated gland segmentation on pathological images can assist pathologists in diagnosing the malignancy of colorectal adenocarcinoma.


Towards an Accurate and Secure Detector against Adversarial Perturbations

1 code implementation18 May 2023 Chao Wang, Shuren Qi, Zhiqiu Huang, Yushu Zhang, Rushi Lan, Xiaochun Cao

It expands the above works on two aspects: 1) the introduced Krawtchouk basis provides better spatial-frequency discriminability and thereby is more suitable for capturing adversarial patterns than the common trigonometric or wavelet basis; 2) the extensive parameters for decomposition are generated by a pseudo-random function with secret keys, hence blocking the defense-aware adversarial attack.

Adversarial Attack Blocking

A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and Classification

no code implementations27 Dec 2022 Huadeng Wang, Zhipeng Liu, Rushi Lan, Zhenbing Liu, Xiaonan Luo, Xipeng Pan, Bingbing Li

In addition, the model also achieves good performance on GZMH dataset, which is prepared by our group and will be firstly released with the publication of this paper.


Binary Representation via Jointly Personalized Sparse Hashing

1 code implementation31 Aug 2022 Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo

Different personalized subspaces are constructed to reflect category-specific attributes for different clusters, adaptively mapping instances within the same cluster to the same Hamming space.

Representation Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.