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1807.07428
Cited By
Modeling Visual Context is Key to Augmenting Object Detection Datasets
European Conference on Computer Vision (ECCV), 2018
19 July 2018
Nikita Dvornik
Julien Mairal
Cordelia Schmid
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Papers citing
"Modeling Visual Context is Key to Augmenting Object Detection Datasets"
50 / 130 papers shown
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
179
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
172
7
0
01 Oct 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
212
34
0
22 Sep 2022
Spatial Transformation for Image Composition via Correspondence Learning
Bo Zhang
Yue Liu
K. Lu
Li Niu
Liqing Zhang
176
3
0
06 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
111
32
0
30 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
Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline
Jasmin Breitenstein
Tim Fingscheidt
189
25
0
01 Jun 2022
Voxel Field Fusion for 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Yanwei Li
Xiaojuan Qi
Yukang Chen
Liwei Wang
Zeming Li
Jian Sun
Jiaya Jia
285
101
0
31 May 2022
Fast Object Placement Assessment
Li Niu
Qingyang Liu
Zhenchen Liu
Jiangtong Li
165
19
0
28 May 2022
Towards Model Generalization for Monocular 3D Object Detection
Zhenyu Li
Zehui Chen
Ang Li
Liangji Fang
Qinhong Jiang
Xianming Liu
Junjun Jiang
446
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
333
536
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
187
8
0
01 May 2022
Zero-Query Transfer Attacks on Context-Aware Object Detectors
Computer Vision and Pattern Recognition (CVPR), 2022
Zikui Cai
S. Rane
Alejandro E. Brito
Chengyu Song
S. Krishnamurthy
Amit K. Roy-Chowdhury
M. Salman Asif
AAML
201
25
0
29 Mar 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
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
150
14
0
05 Mar 2022
Self-supervised Transparent Liquid Segmentation for Robotic Pouring
IEEE International Conference on Robotics and Automation (ICRA), 2022
G. Narasimhan
Kai Zhang
Ben Eisner
Xingyu Lin
David Held
182
19
0
03 Mar 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
263
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
Detecting out-of-context objects using contextual cues
Manoj Acharya
Anirban Roy
K. Koneripalli
Susmit Jha
Christopher Kanan
Ajay Divakaran
70
6
0
11 Feb 2022
Learning to Detect Every Thing in an Open World
Kuniaki Saito
Ping Hu
Trevor Darrell
Kate Saenko
ObjD
VLM
167
58
0
03 Dec 2021
Weakly-Supervised Video Object Grounding via Causal Intervention
Wei Wang
Junyu Gao
Changsheng Xu
CML
316
32
0
01 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
Mix3D: Out-of-Context Data Augmentation for 3D Scenes
Alexey Nekrasov
Jonas Schult
Or Litany
Bastian Leibe
Francis Engelmann
3DPC
386
172
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
263
61
0
30 Sep 2021
Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes
Mingjun Yin
Shasha Li
Zikui Cai
Chengyu Song
M. Salman Asif
Amit K. Roy-Chowdhury
S. Krishnamurthy
AAML
215
25
0
19 Aug 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
422
53
0
16 Aug 2021
OPA: Object Placement Assessment Dataset
Liu Liu
Zhenchen Liu
Bo Zhang
Jiangtong Li
Li Niu
Qingyang Liu
Liqing Zhang
341
33
0
05 Jul 2021
Making Images Real Again: A Comprehensive Survey on Deep Image Composition
Li Niu
Wenyan Cong
Liu Liu
Yan Hong
Bo Zhang
Jing Liang
Liqing Zhang
VLM
DiffM
CoGe
515
96
0
28 Jun 2021
Self-Supervised Tracking via Target-Aware Data Synthesis
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Xin Li
Wenjie Pei
Zikun Zhou
Zhenyu He
Huchuan Lu
Ming-Hsuan Yang
301
23
0
21 Jun 2021
Exploring Visual Context for Weakly Supervised Person Search
AAAI Conference on Artificial Intelligence (AAAI), 2021
Manwen Liao
Jinpeng Li
Tianran Ouyang
Jie Qin
Bingbing Ni
Xiaokang Yang
Ling Shao
231
39
0
19 Jun 2021
Survey: Image Mixing and Deleting for Data Augmentation
Engineering applications of artificial intelligence (EAAI), 2021
Humza Naveed
Saeed Anwar
Munawar Hayat
Kashif Javed
Ajmal Mian
333
108
0
13 Jun 2021
Training Domain-invariant Object Detector Faster with Feature Replay and Slow Learner
Chaehyeon Lee
Junghoon Seo
Heechul Jung
100
3
0
31 May 2021
Exploring Geometric Consistency for Monocular 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Qing Lian
Botao Ye
Ruijia Xu
Weilong Yao
Tong Zhang
MDE
224
27
0
12 Apr 2021
When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes
IEEE International Conference on Computer Vision (ICCV), 2021
Philipp Bomatter
Mengmi Zhang
D. Karev
Spandan Madan
Claire Tseng
Gabriel Kreiman
121
27
0
06 Apr 2021
Scale-aware Automatic Augmentation for Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Yukang Chen
Yanwei Li
Tao Kong
Lu Qi
Ruihang Chu
Lei Li
Jiaya Jia
187
58
0
31 Mar 2021
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations
Chaitanya K. Ryali
D. Schwab
Ari S. Morcos
SSL
253
9
0
23 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Qingxin Xiao
Rui Sun
Guosheng Lin
Qingyao Wu
309
144
0
02 Mar 2021
Image Compositing for Segmentation of Surgical Tools without Manual Annotations
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Luis C. Garcia-Peraza-Herrera
Lucas Fidon
Claudia DrEttorre
Danail Stoyanov
Tom Vercauteren
Sebastien Ourselin
129
50
0
18 Feb 2021
Road images augmentation with synthetic traffic signs using neural networks
Computer optics (CO), 2021
Anton Konushin
B. Faizov
V. Shakhuro
GAN
ViT
187
11
0
13 Jan 2021
Exploring Data Augmentation for Multi-Modality 3D Object Detection
Wenwei Zhang
Zhe Wang
Chen Change Loy
3DPC
243
24
0
23 Dec 2020
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Golnaz Ghiasi
Huayu Chen
A. Srinivas
Rui Qian
Nayeon Lee
E. D. Cubuk
Quoc V. Le
Barret Zoph
ISeg
801
1,112
0
13 Dec 2020
Generative Data Augmentation for Vehicle Detection in Aerial Images
Hilmi Kumdakci
Cihan Ongun
A. Temi̇zel
ViT
103
3
0
09 Dec 2020
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
P. Katiyar
Anna Khoreva
225
4
0
25 Nov 2020
Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions
International Conference on Pattern Recognition (ICPR), 2020
Rafal Pytel
O. Kayhan
Jan van Gemert
3DPC
197
6
0
20 Oct 2020
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Kun Zhao
Yongkun Liu
Siyuan Hao
Shaoxing Lu
Hongbin Liu
Lijian Zhou
182
23
0
03 Oct 2020
DecAug: Augmenting HOI Detection via Decomposition
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yichen Xie
Haoshu Fang
Dian Shao
Yong-Lu Li
Cewu Lu
212
10
0
02 Oct 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2020
Dong Zhang
Hanwang Zhang
Jinhui Tang
Xiansheng Hua
Qianru Sun
CML
ISeg
365
517
0
26 Sep 2020
Adaptive Label Smoothing
Ujwal Krothapalli
A. Lynn Abbott
201
11
0
14 Sep 2020
AutoSimulate: (Quickly) Learning Synthetic Data Generation
Harkirat Singh Behl
A. G. Baydin
Ran Gal
Juil Sock
Vibhav Vineet
225
24
0
16 Aug 2020
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images
Machine Vision and Applications (MVA), 2020
Lucas Tabelini
Rodrigo Berriel
T. M. Paixão
Alberto F. de Souza
C. Badue
Andrii Zadaianchuk
Thiago Oliveira-Santos
159
7
0
30 Jul 2020
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