no code implementations • 23 Jan 2024 • Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Jianrong Tan
This paper proposes a novel garment transfer method supervised with knowledge distillation from virtual try-on.
no code implementations • 20 Sep 2022 • Chang Sun, Zili Wang, Shuyou Zhang, Le Wang, Jianrong Tan
In the second stage, under the physical logic, the PE-NET is assembled by ES-NET and SP-NET and then fine-tuned with the small sample BMT dataset and composite loss function.
no code implementations • 5 Aug 2022 • Ruining Tang, Zhenyu Liu, Yangguang Li, Yiguo Song, Hui Liu, Qide Wang, Jing Shao, Guifang Duan, Jianrong Tan
To alleviate this problem, a novel Task-decoupled Feature Distillation (TFD) is proposed by flexibly balancing the contributions of classification and regression tasks.
1 code implementation • 3 Jul 2022 • Chang Sun, Zili Wang, Shuyou Zhang, Taotao Zhou, Jie Li, Jianrong Tan
To address this issue, a digital-twin-enhanced (DT-enhanced) metal tube bending forming real-time prediction method based on multi-source-input multi-task learning (MTL) is proposed.
no code implementations • 10 Nov 2021 • Yunkun Xu, Zhenyu Liu, Guifang Duan, Jiangcheng Zhu, Xiaolong Bai, Jianrong Tan
Safety has become one of the main challenges of applying deep reinforcement learning to real world systems.
no code implementations • 27 Jan 2021 • Bohua Li, Jianrong Tan, Yi Mao
The 21 cm linear polarization due to Thomson scattering off free electrons can probe the distribution of neutral hydrogen in the intergalactic medium during the epoch of reionization, complementary to the 21 cm temperature fluctuations.
Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies Instrumentation and Methods for Astrophysics
no code implementations • 19 Feb 2020 • Hayato Shimabukuro, Yi Mao, Jianrong Tan
The bubble size distribution of ionized hydrogen regions probes the information about the morphology of \HII\ bubbles during the reionization.
Cosmology and Nongalactic Astrophysics