Learning Data Augmentation with Online Bilevel Optimization for Image
Classification

Learning Data Augmentation with Online Bilevel Optimization for Image Classification

25 June 2020

Saypraseuth Mounsaveng

Ismail Ben Ayed

David Vazquez

Papers citing "Learning Data Augmentation with Online Bilevel Optimization for Image Classification"

10 / 10 papers shown

Title
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 43 3 0 30 Aug 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 60 4 0 13 Mar 2024
An overview of mixing augmentation methods and augmentation strategies Dominik Lewy Jacek Mañdziuk 21 58 0 21 Jul 2021
Direct Differentiable Augmentation Search Aoming Liu Zehao Huang Zhiwu Huang Naiyan Wang 17 32 0 09 Apr 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 43 221 0 27 Jan 2021
A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis Alzayat Saleh I. Laradji D. Konovalov M. Bradley David Vazquez M. Sheaves 9 129 0 28 Aug 2020
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 99 715 0 13 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 252 11,677 0 09 Mar 2017
Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi Michele Donini P. Frasconi Massimiliano Pontil 112 404 0 06 Mar 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,190 0 30 Oct 2016