Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection

4 August 2017

Papers citing "Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection"

50 / 266 papers shown

Title
Domain-guided data augmentation for deep learning on medical imaging C. Athalye Rima Arnaout OOD 24 17 0 10 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation Evan Ling De-Kai Huang Minhoe Hur 111 5 0 07 Oct 2022
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation Boon Peng Yap B. Ng MedIm 67 2 0 01 Oct 2022
Mask-Guided Image Person Removal with Data Synthesis Yunliang Jiang Chenyang Gu Zhenfeng Xue Xiongtao Zhang Yong-Jin Liu 3DH 53 3 0 29 Sep 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 115 29 0 22 Sep 2022
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion Zian Wang Wenzheng Chen David Acuna Jan Kautz Sanja Fidler 3DPC 97 39 0 19 Aug 2022
Neural-Sim: Learning to Generate Training Data with NeRF Yunhao Ge Harkirat Singh Behl Lyne Tchapmi Suriya Gunasekar Neel Joshi Ya-heng Song Xin Eric Wang Laurent Itti Vibhav Vineet 234 33 0 22 Jul 2022
Synthetic Dataset Generation for Adversarial Machine Learning Research Xiruo Liu Shibani Singh Cory Cornelius Colin Busho Mike Tan Anindya Paul Jason Martin AAML 70 2 0 21 Jul 2022
Automatic dataset generation for specific object detection Xiaotian Lin Leiyang Xu Qianqian Wang 24 0 0 16 Jul 2022
$S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation$ S $^{5}$ Mars: Semi-Supervised Learning for Mars Semantic Segmentation Jiahang Zhang Lilang Lin Zejia Fan Wenjing Wang Jiaying Liu 91 8 0 04 Jul 2022
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation Yi Lin Zeyu Wang Kwang-Ting Cheng Hao Chen MedIm 50 27 0 30 Jun 2022
Self-Supervised 3D Monocular Object Detection by Recycling Bounding Boxes T. Sugirtha M. Sridevi K. Santhakumar Hao Liu B. R. Kiran T. Gauthier S. Yogamani 38 0 0 25 Jun 2022
Unseen Object 6D Pose Estimation: A Benchmark and Baselines Minghao Gou Haolin Pan Haoshu Fang Ziyuan Liu Cewu Lu Ping Tan 41 16 0 23 Jun 2022
DALL-E for Detection: Language-driven Compositional Image Synthesis for Object Detection Yunhao Ge Lyne Tchapmi Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet DiffM ObjD 101 18 0 20 Jun 2022
Referring Image Matting Jizhizi Li Jing Zhang Dacheng Tao ObjD VLM 71 24 0 10 Jun 2022
Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline Jasmin Breitenstein Tim Fingscheidt 68 21 0 01 Jun 2022
TAILOR: Teaching with Active and Incremental Learning for Object Registration Qianli Xu Nicolas Gauthier Wenyu Liang Fen Fang Hui Li Tan Ying Sun Yan Wu Liyuan Li Joo-Hwee Lim 26 1 0 24 May 2022
Towards Model Generalization for Monocular 3D Object Detection Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang 108 7 0 23 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 123 432 0 03 May 2022
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving Na Li Fan Song Ying Zhang Pengpeng Liang Erkang Cheng 72 5 0 01 May 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization Yucheng Hang Bin Xia Wenming Yang Q. Liao 74 44 0 29 Apr 2022
Transfer Learning from Synthetic In-vitro Soybean Pods Dataset for In-situ Segmentation of On-branch Soybean Pod Si Yang Lihua Zheng Xieyuanli Chen Laura Zabawa Man Zhang Minjuan Wang 108 11 0 22 Apr 2022
DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors Yilun Chen Shijia Huang Shu Liu Bei Yu Jiaya Jia 3DPC 125 26 0 06 Apr 2022
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition Jun Kimata Tomoya Nitta Toru Tamaki 93 10 0 01 Apr 2022
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions Pingping Dai Licong Dong Ruihan Zhang Haiming Zhu Jie Wu Kehong Yuan MedIm 46 4 0 20 Mar 2022
Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation Gu Wang Fabian Manhardt Xingyu Liu Xiangyang Ji F. Tombari SSL 81 59 0 19 Mar 2022
Semi-Supervised Learning with Mutual Distillation for Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seung Wook Kim FedML MDE 126 12 0 18 Mar 2022
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking Yidan Feng Biqi Yang Xianzhi Li Chi-Wing Fu Ruizhi Cao Kai-xiang Chen Qi Dou Mingqiang Wei Yunhui Liu Pheng-Ann Heng ISeg 65 10 0 05 Mar 2022
Improving generalization with synthetic training data for deep learning based quality inspection Antoine Cordier Pierre Gutierrez Victoire Plessis 98 3 0 25 Feb 2022
Learning with Free Object Segments for Long-Tailed Instance Segmentation Cheng Zhang Tai-Yu Pan Tianle Chen Shitian Zhao Wen-juan Fu Wei-Lun Chao VLM 98 12 0 22 Feb 2022
Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment Han Zhang Suyan Yang Hongyong Wang zhongyan lu Helin Sun 33 0 0 16 Feb 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 117 28 0 28 Jan 2022
DeePaste -- Inpainting for Pasting Dingchuan Liu 57 0 0 20 Dec 2021
Improved YOLOv5 network for real-time multi-scale traffic sign detection Junfan Wang Yi Chen Mingyu Gao Zhekang Dong 75 238 0 16 Dec 2021
SAC-GAN: Structure-Aware Image Composition Hang Zhou Rui Ma Ling-Xiao Zhang Lina Gao Ali Mahdavi-Amiri Haotong Zhang GAN 92 7 0 13 Dec 2021
Gram-SLD: Automatic Self-labeling and Detection for Instance Objects Rui Wang Cheng-En Wu Jiawen Xin Liang Zhang ObjD 60 1 0 07 Dec 2021
Learning to Detect Every Thing in an Open World Kuniaki Saito Ping Hu Trevor Darrell Kate Saenko ObjD VLM 73 48 0 03 Dec 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 94 16 0 30 Oct 2021
Interpreting the Robustness of Neural NLP Models to Textual Perturbations Yunxiang Zhang Liangming Pan Samson Tan Min-Yen Kan 72 22 0 14 Oct 2021
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano OOD 96 17 0 06 Oct 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 212 156 0 05 Oct 2021
Motion-aware Contrastive Video Representation Learning via Foreground-background Merging Shuangrui Ding Maomao Li Tianyu Yang Rui Qian Haohang Xu Qingyi Chen Jue Wang Hongkai Xiong SSL 88 51 0 30 Sep 2021
Autonomous Cooperative Multi-Vehicle System for Interception of Aerial and Stationary Targets in Unknown Environments L. A. Tony Shuvrangshu Jana P. VarunV. A. Bhise S. AruulMozhiVarman V. VidyadharaB M. S. Gadde R. Krishnapuram D. Ghose 24 5 0 01 Sep 2021
CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation Xinru Zhang Chenghao Liu N. Ou Xiangzhu Zeng Xiaoliang Xiong Yizhou Yu Zhiwen Liu Chuyang Ye 142 36 0 16 Aug 2021
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation Haonan Peng Shan Lin Daniel King Yun-Hsuan Su Randall Bly K. Moe Blake Hannaford MedIm 83 6 0 07 Aug 2021
Free Lunch for Co-Saliency Detection: Context Adjustment Lingdong Kong Prakhar Ganesh Tan Wang Junhao Liu Le Zhang Yao-Liang Chen 62 0 0 04 Aug 2021
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal Pretraining Xunlin Zhan Yangxin Wu Xiao Dong Yunchao Wei Minlong Lu Yichi Zhang Hang Xu Xiaodan Liang ViT 88 67 0 30 Jul 2021
TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation Jiawei Yang Yao Zhang Yuan Liang Yang Zhang Lei He Zhiqiang He MedIm 48 13 0 21 Jul 2021
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Li Gao Jing Zhang Lefei Zhang Dacheng Tao 79 89 0 20 Jul 2021
Attention-based Adversarial Appearance Learning of Augmented Pedestrians Kevin Strauss Artem Savkin Federico Tombari GAN 30 2 0 06 Jul 2021