no code implementations • 19 Sep 2023 • Jiahang Li, Yikang Zhang, Peng Yun, Guangliang Zhou, Qijun Chen, Rui Fan
Additionally, we release SYN-UDTIRI, the first large-scale road scene parsing dataset that contains over 10, 407 RGB images, dense depth images, and the corresponding pixel-level annotations for both freespace and road defects of different shapes and sizes.
no code implementations • 19 Sep 2023 • Hongbo Zhao, Yikang Zhang, Qijun Chen, Rui Fan
Instead, we introduce four new evaluation metrics to quantify the robustness and accuracy of extrinsic parameter estimation, applicable to both single-pair and multi-pair cases.
1 code implementation • 5 Apr 2022 • Yikang Zhang, Xiaomin Chu, Yelu Jiang, Hongjie Wu, Lijun Quan
Basically, we merge the features provided by the gene language model into our chromatin accessibility model.
no code implementations • 31 Mar 2022 • Qichao Zhang, Yinfeng Gao, Yikang Zhang, Youtian Guo, Dawei Ding, Yunpeng Wang, Peng Sun, Dongbin Zhao
In particular, TrajGen consists of the multi-modal trajectory prediction stage and the reinforcement learning based trajectory modification stage.
no code implementations • 8 Jul 2021 • Yikang Zhang, Zhuo Chen, Zhao Zhong
Our method achieves the state-of-the-art performance on ImageNet, 80. 7% top-1 accuracy with 194M FLOPs.
Ranked #574 on Image Classification on ImageNet
no code implementations • 10 Dec 2020 • Thomas Barthel, Yikang Zhang
In the thermodynamic limit, the steady states of open quantum many-body systems can undergo nonequilibrium phase transitions due to a competition between coherent and driven-dissipative dynamics.
Quantum Physics Quantum Gases
no code implementations • NeurIPS 2020 • Yikang Zhang, Jian Zhang, Zhao Zhong
Neural network architecture design mostly focuses on the new convolutional operator or special topological structure of network block, little attention is drawn to the configuration of stacking each block, called Block Stacking Style (BSS).
no code implementations • 22 Apr 2020 • Yikang Zhang, Jian Zhang, Qiang Wang, Zhao Zhong
On one hand, we can reduce the computation cost remarkably while maintaining the performance.