Preventing Manifold Intrusion with Locality: Local Mixup

Preventing Manifold Intrusion with Locality: Local Mixup

12 January 2022

Vincent Gripon

Papers citing "Preventing Manifold Intrusion with Locality: Local Mixup"

10 / 10 papers shown

Title
A Generalized Theory of Mixup for Structure-Preserving Synthetic Data Chungpa Lee Jongho Im Joseph H.T. Kim 33 0 0 03 Mar 2025
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Fanshuang Kong Richong Zhang Ziqiao Wang 64 0 0 22 Dec 2024
Augment on Manifold: Mixup Regularization with UMAP Yousef El-Laham Elizabeth Fons Dillon Daudert Svitlana Vyetrenko 8 3 0 20 Dec 2023
Anchor Data Augmentation Nora Schneider Shirin Goshtasbpour Fernando Pérez-Cruz 8 6 0 12 Nov 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers Zhenglin Huang Xianan Bao Na Zhang Qingqi Zhang Xiaomei Tu Biao Wu Xi Yang 10 6 0 07 Oct 2023
ID-MixGCL: Identity Mixup for Graph Contrastive Learning Gehang Zhang Yu Bowen Jiangxia Cao Xinghua Zhang Jiawei Sheng Chuan Zhou Tingwen Liu 30 0 0 20 Apr 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 13 26 0 21 Dec 2022
C-Mixup: Improving Generalization in Regression Huaxiu Yao Yiping Wang Linjun Zhang James Y. Zou Chelsea Finn UQCV OOD 22 55 0 11 Oct 2022
k-Mixup Regularization for Deep Learning via Optimal Transport Kristjan Greenewald Anming Gu Mikhail Yurochkin Justin Solomon Edward Chien 25 17 0 05 Jun 2021
Variational Autoencoders with Riemannian Brownian Motion Priors Dimitris Kalatzis David Eklund Georgios Arvanitidis Søren Hauberg BDL DRL 48 49 0 12 Feb 2020