no code implementations • 25 Mar 2025 • Qiusheng Huang, Xiaohui Zhong, Xu Fan, Lei Chen, Hao Li
Similar to conventional video generation, current deep learning-based weather prediction frameworks often lack explicit physical constraints, leading to unphysical outputs that limit their reliability for operational forecasting.
no code implementations • 8 Nov 2024 • Tao Ma, Hongbin Zhou, Qiusheng Huang, Xuemeng Yang, Jianfei Guo, Bo Zhang, Min Dou, Yu Qiao, Botian Shi, Hongsheng Li
Offboard perception aims to automatically generate high-quality 3D labels for autonomous driving (AD) scenes.
1 code implementation • 6 Feb 2024 • Guohang Yan, Jiahao Pi, Jianfei Guo, Zhaotong Luo, Min Dou, Nianchen Deng, Qiusheng Huang, Daocheng Fu, Licheng Wen, Pinlong Cai, Xing Gao, Xinyu Cai, Bo Zhang, Xuemeng Yang, Yeqi Bai, Hongbin Zhou, Botian Shi
With the development of implicit rendering technology and in-depth research on using generative models to produce data at scale, we propose OASim, an open and adaptive simulator and autonomous driving data generator based on implicit neural rendering.
2 code implementations • CVPR 2022 • Xueqi Hu, Xinyue Zhou, Qiusheng Huang, Zhengyi Shi, Li Sun, Qingli Li
By constraining features from the same location to be closer than those from different ones, it implicitly ensures the result to take content from the source.
1 code implementation • CVPR 2022 • Xueqi Hu, Qiusheng Huang, Zhengyi Shi, Siyuan Li, Changxin Gao, Li Sun, Qingli Li
Existing GAN inversion methods fail to provide latent codes for reliable reconstruction and flexible editing simultaneously.
no code implementations • 11 Oct 2021 • Qiusheng Huang, Xueqi Hu, Li Sun, Qingli Li
Image-to-image (I2I) translation is usually carried out among discrete domains.
1 code implementation • ICCV 2021 • Qiusheng Huang, Zhilin Zheng, Xueqi Hu, Li Sun, Qingli Li
The two types of synthesis, either label- or reference-based, have substantial differences.