1 code implementation • 20 Sep 2024 • Yan Wang, Yusen Li, Gang Wang, Xiaoguang Liu
In particular, compared to recent NGswin, the PlainUSR-L is 16. 4x faster with competitive performance.
no code implementations • 20 Jun 2024 • Sitian Chen, Haobin Tan, Amelie Chi Zhou, Yusen Li, Pavan Balaji
Deep Learning Recommendation Models (DLRMs) have gained popularity in recommendation systems due to their effectiveness in handling large-scale recommendation tasks.
1 code implementation • 16 Apr 2024 • Tiannuo Yang, Wen Hu, Wangqi Peng, Yusen Li, Jianguo Li, Gang Wang, Xiaoguang Liu
However, due to the inherent characteristics of VDMS, automatic performance tuning for VDMS faces several critical challenges, which cannot be well addressed by the existing auto-tuning methods.
1 code implementation • 22 Dec 2023 • Yan Wang, Tongtong Su, Yusen Li, Jiuwen Cao, Gang Wang, Xiaoguang Liu
Specifically, we propose a plug-in reparameterized dynamic unit (RDU) to promote the performance and inference cost trade-off.
no code implementations • 1 Nov 2023 • You Zhou, Xiujing Lin, Xiang Zhang, Maolin Wang, Gangwei Jiang, Huakang Lu, Yupeng Wu, Kai Zhang, Zhe Yang, Kehang Wang, Yongduo Sui, Fengwei Jia, Zuoli Tang, Yao Zhao, Hongxuan Zhang, Tiannuo Yang, Weibo Chen, Yunong Mao, Yi Li, De Bao, Yu Li, Hongrui Liao, Ting Liu, Jingwen Liu, Jinchi Guo, Xiangyu Zhao, Ying WEI, Hong Qian, Qi Liu, Xiang Wang, Wai Kin, Chan, Chenliang Li, Yusen Li, Shiyu Yang, Jining Yan, Chao Mou, Shuai Han, Wuxia Jin, Guannan Zhang, Xiaodong Zeng
To tackle the challenges of computing resources and environmental impact of AI, Green Computing has become a hot research topic.
1 code implementation • 28 Sep 2022 • Yan Wang, Yusen Li, Gang Wang, Xiaoguang Liu
ConvNets can compete with transformers in high-level tasks by exploiting larger receptive fields.
Ranked #20 on
Image Super-Resolution
on Set14 - 4x upscaling