Geometric Understanding of Deep Learning

Geometric Understanding of Deep Learning

26 May 2018

Papers citing "Geometric Understanding of Deep Learning"

13 / 13 papers shown

Title
A mathematical framework of intelligence and consciousness based on Riemannian Geometry Meng Lu AI4CE 44 0 0 02 Jul 2024
ShuffleMix: Improving Representations via Channel-Wise Shuffle of Interpolated Hidden States Kang Liu Ke Chen Lihua Guo Yaowei Wang Kui Jia 40 0 0 30 May 2023
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Yanbiao Ma Licheng Jiao F. Liu Maoji Wen Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 36 5 0 22 Mar 2023
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension Xin He Jiangchao Yao Yuxin Wang Zhenheng Tang Ka Chu Cheung Simon See Bo Han Xiaowen Chu 21 9 0 23 Nov 2022
A Deep Double Ritz Method (D $^2$ RM) for solving Partial Differential Equations using Neural Networks C. Uriarte David Pardo I. Muga J. Muñoz‐Matute 49 18 0 07 Nov 2022
Changes from Classical Statistics to Modern Statistics and Data Science Kai Zhang Shan-Yu Liu M. Xiong 36 0 0 30 Oct 2022
ETO Meets Scheduling: Learning Key Knowledge from Single-Objective Problems to Multi-Objective Problem Wendi Xu Xianpeng Wang 16 2 0 26 Jun 2022
Detecting danger in gridworlds using Gromov's Link Condition Thomas F Burns R. Tang AI4CE 31 2 0 17 Jan 2022
Intuitive Shape Editing in Latent Space Tim Elsner Moritz Ibing Victor Czech Julius Nehring-Wirxel Leif Kobbelt 13 7 0 24 Nov 2021
Federated Unsupervised Representation Learning Fengda Zhang Kun Kuang Zhaoyang You T. Shen Jun Xiao Yin Zhang Chao-Xiang Wu Yueting Zhuang Xiaolin Li FedML 28 135 0 18 Oct 2020
Inception Neural Network for Complete Intersection Calabi-Yau 3-folds Harold Erbin Riccardo Finotello 51 27 0 27 Jul 2020
Deep Manifold Embedding for Hyperspectral Image Classification Z. Gong Weidong Hu Xiaoyong Du P. Zhong Panhe Hu 29 27 0 24 Dec 2019
Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis Shuang Qiu Xiaohan Wei Zhuoran Yang 35 24 0 14 Aug 2019