A survey of synthetic data augmentation methods in computer vision

15 March 2024

Papers citing "A survey of synthetic data augmentation methods in computer vision"

16 / 16 papers shown

Title
Neural Style Transfer for Synthesising a Dataset of Ancient Egyptian Hieroglyphs Lewis Matheson Creed 36 0 0 02 Apr 2025
Synthetic Data Generation of Body Motion Data by Neural Gas Network for Emotion Recognition Seyed Muhammad Hossein Mousavi 47 0 0 11 Mar 2025
Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ Segmentation Yuran Wang Zhijing Wan Yansheng Qiu Zheng Wang DiffM MedIm 29 0 0 30 Sep 2024
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations Ahmed Hammam B. K. Sreedhar Nura Kawa Tim Patzelt Oliver De Candido 33 0 0 30 Aug 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 52 28 0 22 Jul 2024
LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion Pancheng Zhao Peng-Tao Xu Pengda Qin Deng-Ping Fan Zhicheng Zhang Guoli Jia Bowen Zhou Jufeng Yang 30 9 0 30 Mar 2024
Partitioned Neural Network Training via Synthetic Intermediate Labels C. V. Karadag Nezih Topaloglu 34 1 0 17 Mar 2024
UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography Francisca Vasconcelos Bobby He Nalini Singh Yee Whye Teh BDL OOD UQCV 29 12 0 22 Feb 2022
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 154 217 0 12 Oct 2021
Vision-Only Robot Navigation in a Neural Radiance World M. Adamkiewicz Timothy Chen Adam Caccavale Rachel Gardner Preston Culbertson Jeannette Bohg Mac Schwager 155 230 0 01 Oct 2021
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations Adel Ahmadyan Liangkai Zhang Jianing Wei Artsiom Ablavatski Matthias Grundmann 3DPC 148 174 0 18 Dec 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,242 0 22 Jul 2020
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 68 501 0 12 Apr 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,450 0 21 Nov 2016
RenderGAN: Generating Realistic Labeled Data Leon Sixt Benjamin Wild Tim Landgraf GAN 158 176 0 04 Nov 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 214 1,156 0 24 Oct 2016