Continual Stereo Matching of Continuous Driving Scenes With Growing Architecture

1 code implementation • CVPR 2022 • Chenghao Zhang, Kun Tian, Bin Fan, Gaofeng Meng, Zhaoxiang Zhang, Chunhong Pan

The deep stereo models have achieved state-of-the-art performance on driving scenes, but they suffer from severe performance degradation when tested on unseen scenes.

Continual Learning Stereo Matching

Knowledge Mining and Transferring for Domain Adaptive Object Detection

1 code implementation • ICCV 2021 • Kun Tian, Chenghao Zhang, Ying Wang, Shiming Xiang, Chunhong Pan

Specifically, KTNet is constructed on a base detector with intrinsic knowledge mining and relational knowledge constraints.

Attribute Domain Adaptation +4

Mathematical model of brain tumour growth with drug resistance

no code implementations • 15 Dec 2020 • José Trobia, Kun Tian, Antonio Marcos Batista, Celso Grebogi, Hai-Peng Ren, Moises Souza Santos, Paulo Ricardo Protachevicz, Fernando da Silva Borges, José Danilo Szezech Jr, Ricardo Luiz Viana, Iberê Luiz Caldas, Kelly Cristiane Iarosz

Brain tumours are masses of abnormal cells that can grow in an uncontrolled way in the brain.

Effects of drug resistance in the tumour-immune system with chemotherapy treatment

no code implementations • 21 Aug 2020 • José Trobia, Enrique C Gabrick, Evandro G Seifert, Fernando S Borges, Paulo R Protachevicz, José D Szezech Jr, Kelly C Iarosz, Moises S Santos, Iberê L Caldas, Kun Tian, Hai-Peng Ren, Celso Grebogi, Antonio M Batista

The immune system is composed of resting cells that are converted to hunting cells to combat the cancer.