QuadraLib: A Performant Quadratic Neural Network Library for
Architecture Optimization and Design Exploration

QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration

1 April 2022

Zirui Xu

Jinjun Xiong

Papers citing "QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration"

18 / 18 papers shown

Title
Retinal Vessel Segmentation via Neuron Programming Tingting Wu Ruyi Min Peixuan Song Hengtao Guo Tieyong Zeng Feng-Lei Fan 31 0 0 17 Nov 2024
Infinite-Dimensional Feature Interaction Chenhui Xu Fuxun Yu Maoliang Li Zihao Zheng Zirui Xu Jinjun Xiong Xiang Chen 34 1 0 22 May 2024
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation Chenhui Xu Xinyao Wang Fuxun Yu Jinjun Xiong Xiang Chen 19 1 0 06 May 2024
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks Feng-Lei Fan Meng Wang Hang Dong Jianwei Ma Tieyong Zeng 36 0 0 03 May 2024
HOIN: High-Order Implicit Neural Representations Yang Chen Ruituo Wu Yipeng Liu Ce Zhu 24 2 0 23 Apr 2024
PAON: A New Neuron Model using Padé Approximants Onur Keleş A. Murat Tekalp 31 1 0 18 Mar 2024
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks Chenhui Xu Fuxun Yu Zirui Xu Chenchen Liu Jinjun Xiong Xiang Chen 30 4 0 29 Nov 2023
Rational Neural Network Controllers M. Newton A. Papachristodoulou OOD AAML 35 1 0 12 Jul 2023
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks Chuangtao Chen Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann Bing Li 19 0 0 10 Jun 2023
StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation Huizong Yang Yuxin Sun G. Sundaramoorthi A. Yezzi 6 14 0 28 May 2023
Dendritic Integration Based Quadratic Neural Networks Outperform Traditional Aritificial Ones Chongmin Liu Songting Li Douglas Zhou 11 0 0 25 May 2023
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance Yiming Cui Lecheng Ruan Hang Dong Qiang Li Zhongming Wu T. Zeng Fengyu Fan 3DPC 33 0 0 13 May 2023
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks Fenglei Fan Hangcheng Dong Zhongming Wu Lecheng Ruan T. Zeng Yiming Cui Jing-Xiao Liao 54 8 0 11 Mar 2023
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks Fenglei Fan Yingxin Li Hanchuan Peng T. Zeng Fei-Yue Wang 17 5 0 23 Jan 2023
Quadratic Neuron-empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection Jing-Xiao Liao Bo-Jian Hou Hangcheng Dong Hao Zhang Xiaoge Zhang Jinwei Sun Shiping Zhang Fenglei Fan 16 4 0 02 Apr 2022
On Expressivity and Trainability of Quadratic Networks Fenglei Fan Mengzhou Li Fei-Yue Wang Rongjie Lai Ge Wang 6 28 0 12 Oct 2021
Quasi-Equivalence of Width and Depth of Neural Networks Fenglei Fan Rongjie Lai Ge Wang 11 11 0 06 Feb 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017