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1708.01642
Cited By
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection
4 August 2017
Debidatta Dwibedi
Ishan Misra
M. Hebert
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Papers citing
"Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection"
50 / 274 papers shown
Improving Crowded Object Detection via Copy-Paste
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jiangfan Deng
Dewen Fan
Xiaosong Qiu
Feng Zhou
202
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22 Nov 2022
A mixed-reality dataset for category-level 6D pose and size estimation of hand-occluded containers
Xavier Weber
Alessio Xompero
Andrea Cavallaro
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178
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18 Nov 2022
Context-Matched Collage Generation for Underwater Invertebrate Detection
R. McEver
Bowen Zhang
B. S. Manjunath
144
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0
15 Nov 2022
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds
European Conference on Computer Vision (ECCV), 2022
Zhaoqi Leng
Shuyang Cheng
Benjamin Caine
Weiyue Wang
Xiao Zhang
Jonathon Shlens
Mingxing Tan
Drago Anguelov
3DPC
206
18
0
24 Oct 2022
Real-time Detection of 2D Tool Landmarks with Synthetic Training Data
International Conference on Robotics, Computer Vision and Intelligent Systems (RoboVis), 2022
Bram Vanherle
Jeroen Put
Nick Michiels
F. Reeth
84
3
0
21 Oct 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks
Ankit Gupta
I. Sintorn
HAI
193
1
0
20 Oct 2022
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics
International Conference on Machine Learning and Applications (ICMLA), 2022
Alexander Naumann
Felix Hertlein
Benchun Zhou
Laura Dörr
K. Furmans
174
6
0
18 Oct 2022
Image Projective Transformation Rectification with Synthetic Data for Smartphone-captured Chest X-ray Photos Classification
Chak Fong Chong
Yapeng Wang
Benjamin Ng
Wuman Luo
Xu Yang
MedIm
299
6
0
12 Oct 2022
Domain-guided data augmentation for deep learning on medical imaging
PLoS ONE (PLoS ONE), 2022
C. Athalye
Rima Arnaout
OOD
105
24
0
10 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation
British Machine Vision Conference (BMVC), 2022
Evan Ling
De-Kai Huang
Minhoe Hur
171
6
0
07 Oct 2022
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Boon Peng Yap
B. Ng
MedIm
157
7
0
01 Oct 2022
Mask-Guided Image Person Removal with Data Synthesis
IET Image Processing (IIP), 2022
Yunliang Jiang
Chenyang Gu
Zhenfeng Xue
Xiongtao Zhang
Yong-Jin Liu
3DH
131
3
0
29 Sep 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection
European Conference on Computer Vision (ECCV), 2022
Yipeng Gao
Lingxiao Yang
Yunmu Huang
Song Xie
Shiyong Li
Weihao Zheng
ObjD
209
34
0
22 Sep 2022
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion
European Conference on Computer Vision (ECCV), 2022
Zian Wang
Wenzheng Chen
David Acuna
Jan Kautz
Sanja Fidler
3DPC
206
42
0
19 Aug 2022
Neural-Sim: Learning to Generate Training Data with NeRF
European Conference on Computer Vision (ECCV), 2022
Yunhao Ge
Harkirat Singh Behl
Lyne Tchapmi
Suriya Gunasekar
Neel Joshi
Ya-heng Song
Xin Eric Wang
Laurent Itti
Vibhav Vineet
322
34
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
213
3
0
21 Jul 2022
Automatic dataset generation for specific object detection
International Conference on Information Photonics (ICIP), 2022
Xiaotian Lin
Leiyang Xu
Qianqian Wang
83
0
0
16 Jul 2022
S
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^{5}
5
Mars: Semi-Supervised Learning for Mars Semantic Segmentation
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Jiahang Zhang
Lilang Lin
Zejia Fan
Wenjing Wang
Jiaying Liu
328
11
0
04 Jul 2022
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Yi Lin
Zeyu Wang
Kwang-Ting Cheng
Hao Chen
MedIm
110
32
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
145
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
106
20
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
342
24
0
20 Jun 2022
Referring Image Matting
Computer Vision and Pattern Recognition (CVPR), 2022
Jizhizi Li
Jing Zhang
Dacheng Tao
ObjD
VLM
220
33
0
10 Jun 2022
Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline
Jasmin Breitenstein
Tim Fingscheidt
188
25
0
01 Jun 2022
TAILOR: Teaching with Active and Incremental Learning for Object Registration
AAAI Conference on Artificial Intelligence (AAAI), 2021
Qianli Xu
Nicolas Gauthier
Wenyu Liang
Fen Fang
Hui Li Tan
Ying Sun
Yan Wu
Liyuan Li
Joo-Hwee Lim
96
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
431
7
0
23 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning
Pattern Recognition (Pattern Recogn.), 2022
Mingle Xu
Sook Yoon
A. Fuentes
D. Park
VLM
321
531
0
03 May 2022
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving
IEEE International Conference on Robotics and Automation (ICRA), 2022
Na Li
Fan Song
Ying Zhang
Pengpeng Liang
Erkang Cheng
180
8
0
01 May 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization
Computer Vision and Pattern Recognition (CVPR), 2022
Yucheng Hang
Bin Xia
Wenming Yang
Q. Liao
184
55
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
177
13
0
22 Apr 2022
DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yilun Chen
Shijia Huang
Shu Liu
Bei Yu
Jiaya Jia
3DPC
278
38
0
06 Apr 2022
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition
ACM Multimedia Asia (MA), 2022
Jun Kimata
Tomoya Nitta
Toru Tamaki
264
13
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
136
5
0
20 Mar 2022
Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Gu Wang
Fabian Manhardt
Xingyu Liu
Xiangyang Ji
F. Tombari
SSL
196
67
0
19 Mar 2022
Semi-Supervised Learning with Mutual Distillation for Monocular Depth Estimation
IEEE International Conference on Robotics and Automation (ICRA), 2022
Jongbeom Baek
Gyeongnyeon Kim
Seung Wook Kim
FedML
MDE
199
16
0
18 Mar 2022
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking
IEEE International Conference on Robotics and Automation (ICRA), 2022
Yidan Feng
Biqi Yang
Xianzhi Li
Chi-Wing Fu
Ruizhi Cao
Kai-xiang Chen
Qi Dou
Mingqiang Wei
Yunhui Liu
Pheng-Ann Heng
ISeg
149
14
0
05 Mar 2022
Improving generalization with synthetic training data for deep learning based quality inspection
Antoine Cordier
Pierre Gutierrez
Victoire Plessis
162
6
0
25 Feb 2022
Learning with Free Object Segments for Long-Tailed Instance Segmentation
European Conference on Computer Vision (ECCV), 2022
Cheng Zhang
Tai-Yu Pan
Tianle Chen
Shitian Zhao
Wen-juan Fu
Wei-Lun Chao
VLM
251
14
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
95
1
0
16 Feb 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut
International Conference on Machine Learning (ICML), 2022
Junlin Han
Pengfei Fang
Weihong Li
Jie Hong
M. Armin
Ian Reid
L. Petersson
Hongdong Li
269
35
0
28 Jan 2022
DeePaste -- Inpainting for Pasting
International Conference on Signal-Image Technology and Internet-Based Systems (SITIS), 2021
Dingchuan Liu
265
0
0
20 Dec 2021
Improved YOLOv5 network for real-time multi-scale traffic sign detection
Junfan Wang
Yi Chen
Mingyu Gao
Zhekang Dong
193
287
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
372
9
0
13 Dec 2021
Gram-SLD: Automatic Self-labeling and Detection for Instance Objects
Rui Wang
Cheng-En Wu
Jiawen Xin
Liang Zhang
ObjD
140
1
0
07 Dec 2021
Learning to Detect Every Thing in an Open World
Kuniaki Saito
Ping Hu
Trevor Darrell
Kate Saenko
ObjD
VLM
155
58
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
247
19
0
30 Oct 2021
Interpreting the Robustness of Neural NLP Models to Textual Perturbations
Yunxiang Zhang
Liangming Pan
Samson Tan
Min-Yen Kan
229
23
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
171
18
0
06 Oct 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes
Alexey Nekrasov
Jonas Schult
Or Litany
Bastian Leibe
Francis Engelmann
3DPC
377
171
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
260
61
0
30 Sep 2021
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