no code implementations • 23 Apr 2024 • Junsong Zhang, Zisong Chen, Chunyu Lin, Lang Nie, Zhijie Shen, Junda Huang, Yao Zhao
Panoramic distortion poses a significant challenge in 360 depth estimation, particularly pronounced at the north and south poles.
no code implementations • 19 Apr 2024 • Yang Hong, Yinfei Li, Xiaojun Qiao, Rui Li, Junsong Zhang
This model utilizes formation trees to represent characters and incorporates a dedicated tree encoder, significantly improving performance in both seen and unseen character recognition tasks.
no code implementations • 26 Dec 2023 • Zhijie Shen, Chunyu Lin, Junsong Zhang, Lang Nie, Kang Liao, Yao Zhao
Existing panoramic layout estimation solutions tend to recover room boundaries from a vertically compressed sequence, yielding imprecise results as the compression process often muddles the semantics between various planes.
no code implementations • 8 Dec 2022 • Yijun Wang, Rui Lang, Rui Li, Junsong Zhang
Existing deep learning neuron reconstruction methods, although demonstrating exemplary performance, greatly demand complex rule-based components.
no code implementations • 24 May 2022 • Ben Zhang, Zhetong Dong, Junsong Zhang, Hongwei Lin
Inspired by the success of functional brain networks, we propose a novel framework for interpretability of deep neural networks, that is, the functional network.