48 citations · 49 across the 3 of their papers we have counts for
3 papers
cs.CV2023
GSB: Group Superposition Binarization for Vision Transformer with Limited Training Samples
Tian Gao, Cheng-Zhong Xu, Le Zhang +1
Vision Transformer (ViT) has performed remarkably in various computer vision tasks. Nonetheless, affected by the massive amount of parameters, ViT usually suffers from serious over…
cs.LG2023★ 1 cited
MetaNO: How to Transfer Your Knowledge on Learning Hidden Physics
Lu Zhang, Huaiqian You, Tian Gao +3
Gradient-based meta-learning methods have primarily been applied to classical machine learning tasks such as image classification. Recently, PDE-solving deep learning methods, such…
cs.LG2022★ 48 cited
Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network
Huaiqian You, Yue Yu, Marta D'Elia +2
Neural operators have recently become popular tools for designing solution maps between function spaces in the form of neural networks. Differently from classical scientific machin…