Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation

13 December 2020

Papers citing "Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation"

50 / 466 papers shown

Title
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection Lingchen Meng Xiyang Dai Jianwei Yang Dongdong Chen Yinpeng Chen Mengchen Liu Yi-Ling Chen Zuxuan Wu Lu Yuan Yu-Gang Jiang 16 6 0 18 Oct 2023
Label-efficient Segmentation via Affinity Propagation Wentong Li Yuqian Yuan Song Wang Wenyu Liu Dongqi Tang Jian Liu Jianke Zhu Lei Zhang 32 5 0 16 Oct 2023
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 15 0 0 14 Oct 2023
DSG: An End-to-End Document Structure Generator Johannes Rausch Gentiana Rashiti Maxim Gusev Ce Zhang Stefan Feuerriegel 23 3 0 13 Oct 2023
Lightweight In-Context Tuning for Multimodal Unified Models Yixin Chen Shuai Zhang Boran Han Jiaya Jia 24 2 0 08 Oct 2023
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process Zhuo Zheng S. Tian A. Ma L. Zhang Yanfei Zhong 22 16 0 29 Sep 2023
A Systematic Literature Review of Computer Vision Applications in Robotized Wire Harness Assembly Hao Wang Omkar Salunkhe Walter Quadrini Dan Lamkull Fredrik Ore M. Despeisse L. Fumagalli J. Stahre Björn Johansson 21 7 0 24 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 69 35 0 22 Sep 2023
Weak Supervision for Label Efficient Visual Bug Detection F. Rahman 11 2 0 20 Sep 2023
PPD: A New Valet Parking Pedestrian Fisheye Dataset for Autonomous Driving Zizhang Wu Xinyuan Chen Fan Song Yuanzhu Gan Tianhao Xu Jian Pu Rui Tang 11 0 0 20 Sep 2023
Pre-training on Synthetic Driving Data for Trajectory Prediction Yiheng Li Seth Z. Zhao Chenfeng Xu Chen Tang Chenran Li Mingyu Ding M. Tomizuka Wei Zhan 37 11 0 18 Sep 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt M. Felsberg D. Wang Huchuan Lu ViT 21 4 0 15 Sep 2023
ALWOD: Active Learning for Weakly-Supervised Object Detection Yuting Wang Velibor Ilic Jiatong Li B. Kisačanin Vladimir Pavlovic 20 8 0 14 Sep 2023
Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation Yunhao Ge Jiashu Xu Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet DiffM 35 14 0 12 Sep 2023
Rink-Agnostic Hockey Rink Registration Jia Cheng Shang Yuhao Chen M. Shafiee David A Clausi 20 1 0 08 Sep 2023
Robotic Defect Inspection with Visual and Tactile Perception for Large-scale Components Arpit Agarwal Abhiroop Ajith Chengtao Wen Veniamin Stryzheus Brian Miller Matthew Chen Micah K. Johnson Jose Luis Susa Rincon Justinian P. Rosca Wenzhen Yuan 11 5 0 08 Sep 2023
On the Efficacy of Multi-scale Data Samplers for Vision Applications Elvis Nunez Thomas Merth Anish K. Prabhu Mehrdad Farajtabar Mohammad Rastegari Sachin Mehta Maxwell Horton 23 1 0 08 Sep 2023
DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection Manlin Zhang Jie Wu Yuxi Ren Ming Li Jie Qin Xuefeng Xiao Wei Liu Rui Wang Min Zheng Andy J. Ma DiffM 28 20 0 07 Sep 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling Qi Han Yuxuan Cai Xiangyu Zhang 33 7 0 02 Sep 2023
Bengali Document Layout Analysis -- A YOLOV8 Based Ensembling Approach Nazmus Sakib Ahmed Saad Sakib Noor Ashraful Islam Shanto Sikder Abhijit Paul 35 0 0 02 Sep 2023
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm Jiatong Li Qi Liu Fei-Yue Wang Jia-Yin Liu Zhenya Huang Fangzhou Yao Linbo Zhu Yu Su AI4Ed 27 8 0 01 Sep 2023
Document Layout Analysis on BaDLAD Dataset: A Comprehensive MViTv2 Based Approach Ashrafur Rahman Khan Asif Azad 28 0 0 31 Aug 2023
A General-Purpose Self-Supervised Model for Computational Pathology Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume ... Judy J. Wang Walt Williams L. Le Georg Gerber Faisal Mahmood MedIm 20 42 0 29 Aug 2023
Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation Junyu Zhu Lina Liu Yu Tang Feng Wen Wanlong Li Yong Liu 34 4 0 28 Aug 2023
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation Zhen Zhao Ye Liu Meng Zhao Di Yin Yixuan Yuan Luping Zhou 26 2 0 23 Aug 2023
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation Dan Zhang K. Sakmann William H. Beluch Robin Hutmacher Yumeng Li 32 4 0 19 Aug 2023
ADD: An Automatic Desensitization Fisheye Dataset for Autonomous Driving Zizhang Wu Xinyuan Chen Hongyang Wei Fan Song Tianhao Xu CVBM 16 4 0 15 Aug 2023
Taming Self-Training for Open-Vocabulary Object Detection Shiyu Zhao S. Schulter Long Zhao Zhixing Zhang Vijay Kumar B.G Yumin Suh Manmohan Chandraker Dimitris N. Metaxas VLM ObjD 35 12 0 11 Aug 2023
Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone Guozhang Liu Baochai Peng Ting Liu Pan Zhang Mengke Yuan Chao Lu Ningning Cao Sen Zhang Simin Huang Tao Wang 12 3 0 10 Aug 2023
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision Changjian Chen Yukai Guo Fengyuan Tian Siyi Liu Weikai Yang Zhao-Ming Wang Jing Wu Hang Su Hanspeter Pfister Shixia Liu 20 15 0 09 Aug 2023
Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning Zitan Chen Zhuang Qi Xiao Cao Xiangxian Li Xiangxu Meng Lei Meng 20 8 0 08 Aug 2023
Balanced Classification: A Unified Framework for Long-Tailed Object Detection Tianhao Qi Hongtao Xie P. Li Jiannan Ge Yongdong Zhang 31 11 0 04 Aug 2023
Learning to Generate Training Datasets for Robust Semantic Segmentation Marwane Hariat Olivier Laurent Rémi Kazmierczak Shihao Zhang Andrei Bursuc Angela Yao Gianni Franchi UQCV 21 2 0 01 Aug 2023
High-Performance Fine Defect Detection in Artificial Leather Using Dual Feature Pool Object Detection Lin Huang Weisheng Li Linlin Shen Xue Xiao Suihan Xiao 27 1 0 31 Jul 2023
Uncertainty-aware Unsupervised Multi-Object Tracking Kai Liu Sheng Jin Zhihang Fu Ze Chen Rongxin Jiang Jieping Ye VOT MQ 27 8 0 28 Jul 2023
CTVIS: Consistent Training for Online Video Instance Segmentation Kaining Ying Qing Zhong Wei Mao Zhenhua Wang Hao Chen Lin Yuanbo Wu Yifan Liu Chengxiang Fan Yunzhi Zhuge Chunhua Shen 18 36 0 24 Jul 2023
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Liu Yuyang Cong Yang Dipam Goswami Liu Xialei Joost van de Weijer CLL 15 24 0 23 Jul 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection Ming Li Jie Wu Xionghui Wang Chen Chen Jie Qin Xu Xiao Rui Wang Min Zheng Xin Pan ObjD VLM 27 18 0 20 Jul 2023
RepViT: Revisiting Mobile CNN From ViT Perspective Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 34 177 0 18 Jul 2023
MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results Yuki Kondo Norimichi Ukita Takayuki Yamaguchi Haoran Hou Mu-Yi Shen ... Ichiro Ide Yosuke Shinya Xinyao Liu Guang Liang S. Yasui 23 13 0 18 Jul 2023
The Effects of Mixed Sample Data Augmentation are Class Dependent Haeil Lee Han S. Lee Junmo Kim 34 1 0 18 Jul 2023
Learning to Count without Annotations Lukas Knobel Tengda Han Yuki M. Asano SSL 27 2 0 17 Jul 2023
Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping Kazuya Nishimura Ami Katanaya S. Chuma Ryoma Bise 17 0 0 09 Jul 2023
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision Zhonghan Zhao Wenhao Chai Shengyu Hao Wenhao Hu Guanhong Wang Shidong Cao Min-Gyoo Song Jenq-Neng Hwang Gaoang Wang 29 17 0 07 Jul 2023
Surgical fine-tuning for Grape Bunch Segmentation under Visual Domain Shifts Agnese Chiatti R. Bertoglio Nicolás Catalano Matteo Gatti Matteo Matteucci 29 4 0 03 Jul 2023
ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance Jiayu Huo Yang Liu Xiaoyun Ouyang Alejandro Granados Sebastien Ourselin Rachel Sparks 27 3 0 02 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Bernard Ghanem Dacheng Tao ObjD VLM 34 136 0 28 Jun 2023
Task-Robust Pre-Training for Worst-Case Downstream Adaptation Jianghui Wang Cheng Yang Xingyu Xie Cong Fang Zhouchen Lin OOD 29 0 0 21 Jun 2023
Scaling Open-Vocabulary Object Detection Matthias Minderer A. Gritsenko N. Houlsby VLM ObjD 24 178 0 16 Jun 2023
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation Ju He Jieneng Chen Ming-Xian Lin Qihang Yu Alan Yuille 35 12 0 12 Jun 2023