Generative Modeling for Small-Data Object Detection

Generative Modeling for Small-Data Object Detection

16 October 2019

Tomas Pfister

Papers citing "Generative Modeling for Small-Data Object Detection"

11 / 11 papers shown

Title
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 27 1 0 27 May 2024
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 15 0 0 14 Oct 2023
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata Yingzhe Shen Yaesop Lee H. Kwon D. Conover Shuvra S. Bhattacharyya Nikolas Vale Joshua D. Gray G. J. Leong Kenneth D. Evensen Frank E. Skirlo 17 9 0 31 Aug 2022
Data-Efficient Learning via Minimizing Hyperspherical Energy Xiaofeng Cao Weiyang Liu Ivor W. Tsang 14 8 0 30 Jun 2022
On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets Lorenzo Brigato Luca Iocchi UQCV 22 0 0 29 Nov 2021
Artificial Dummies for Urban Dataset Augmentation Antonín Vobecký David Hurych Michal Uřičář P. Pérez Josef Sivic 3DH 19 15 0 15 Dec 2020
A Close Look at Deep Learning with Small Data Lorenzo Brigato Luca Iocchi 16 139 0 28 Mar 2020
Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer Tong Liu Zhaowei Chen Yi Yang Zehao Wu Haowei Li GAN 11 83 0 04 Feb 2020
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection Zhe Chen Wanli Ouyang Tongliang Liu Dacheng Tao ViT 19 23 0 15 Dec 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 270 10,348 0 12 Dec 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 226 3,190 0 30 Oct 2016