no code implementations • 11 Mar 2024 • Yulong Liu, Yongqiang Ma, Guibo Zhu, Haodong Jing, Nanning Zheng
Our model integrates a high-level perception decoding pipeline and a pixel-wise reconstruction pipeline guided by high-level perceptions, simulating bottom-up and top-down processes in neuroscience.
no code implementations • 28 Feb 2024 • Yulong Liu, Yunlong Yuan, Chunwei Wang, Jianhua Han, Yongqiang Ma, Li Zhang, Nanning Zheng, Hang Xu
In this work, we introduce a novel tool invocation pipeline designed to control massive real-world APIs.
1 code implementation • 25 Feb 2023 • Yulong Liu, Yongqiang Ma, Wei Zhou, Guibo Zhu, Nanning Zheng
Our experiments show that this combination can boost the decoding model's performance on certain tasks like fMRI-text matching and fMRI-to-image generation.
1 code implementation • 24 Jan 2023 • Jinpeng Shi, Hui Li, Tianle Liu, Yulong Liu, Mingjian Zhang, Jinchen Zhu, Ling Zheng, Shizhuang Weng
However, the challenge of balancing model performance and complexity has hindered their application in lightweight SR (LSR).
no code implementations • NeurIPS 2021 • Xiao Lv, Wei Cui, Yulong Liu
In this paper, we present non-asymptotic optimization guarantees of gradient descent methods for estimating structured transition matrices in high-dimensional vector autoregressive (VAR) models.
no code implementations • 24 Feb 2021 • Jie Zhao, Longhao Wu, Tiefu Li, Yu-xi Liu, Franco Nori, Yulong Liu, Jiangfeng Du
We study the phase controlled transmission properties in a compound system consisting of a 3D copper cavity and an yttrium iron garnet (YIG) sphere.
Quantum Physics Applied Physics Optics
no code implementations • 3 Jan 2021 • Zhongxing Sun, Wei Cui, Yulong Liu
Our theoretical results show that these phase transitions are determined by some geometric measures of structure, e. g., the spherical Gaussian width of a tangent cone and the Gaussian (squared) distance to a scaled subdifferential.
no code implementations • 12 Jun 2019 • Kiat Chuan Tan, Yulong Liu, Barbara Ambrose, Melissa Tulig, Serge Belongie
Herbarium sheets are invaluable for botanical research, and considerable time and effort is spent by experts to label and identify specimens on them.
no code implementations • 16 May 2019 • Hao Wu, Yulong Liu, Wenbin Gao, Xiangrong Xu
Surface defect inspection based on machine vision is often affected by uneven illumination.