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
Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation? A. Jaus Simon Reiß Jens Klesiek Rainer Stiefelhagen 3DPC 18 0 0 20 Sep 2024
Test-Time Augmentation Meets Variational Bayes Masanari Kimura Howard Bondell OOD BDL TDI 21 0 0 19 Sep 2024
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation Yunfei Xie Cihang Xie Alan Yuille Jieru Mei OCL 39 0 0 02 Sep 2024
Symmetric masking strategy enhances the performance of Masked Image Modeling Khanh-Binh Nguyen Chae Jung Park 32 0 0 23 Aug 2024
SynPlay: Importing Real-world Diversity for a Synthetic Human Dataset Jinsub Yim Hyungtae Lee Sungmin Eum Yi-Ting Shen Yan Zhang Heesung Kwon Shuvra S. Bhattacharyya VGen 39 1 0 21 Aug 2024
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development Yuncheng Jiang Yiwen Hu Zixun Zhang Jun Wei Chun-Mei Feng Xuemei Tang Xiang Wan Yong Liu Shuguang Cui Zhen Li 27 0 0 19 Aug 2024
The First Competition on Resource-Limited Infrared Small Target Detection Challenge: Methods and Results Boyang Li Xinyi Ying Ruojing Li Yongxian Liu Yangsi Shi Miao Li 29 1 0 18 Aug 2024
Add-SD: Rational Generation without Manual Reference Lingfeng Yang Xinyu Zhang Xiang Li Jinwen Chen Kun Yao Gang Zhang Errui Ding Ling-Ling Liu Jingdong Wang Jian Yang 37 0 0 30 Jul 2024
Keypoint Promptable Re-Identification Vladimir Somers Christophe De Vleeschouwer Alexandre Alahi 32 6 0 25 Jul 2024
ESOD: Efficient Small Object Detection on High-Resolution Images Kai-Chun Liu Zhihang Fu Sheng Jin Ze Chen Fan Zhou Rongxin Jiang Yao-Shen Chen Jieping Ye ObjD 35 2 0 23 Jul 2024
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring Mario Francisco Munoz Hoang Vu Huy Thanh-Dung Le 42 1 0 18 Jul 2024
CerberusDet: Unified Multi-Task Object Detection Irina Tolstykh Mikhail Chernyshov Maksim Kuprashevich VLM ObjD 51 0 0 17 Jul 2024
Enrich the content of the image Using Context-Aware Copy Paste Qiushi Guo VLM 25 0 0 11 Jul 2024
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation Suruchi Kumari Aryan Das S. K. Roy Indu Joshi Pravendra Singh 29 3 0 06 Jul 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 53 2 0 01 Jul 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 56 3 0 28 Jun 2024
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model Zhuo Zheng Stefano Ermon Dongjun Kim Liangpei Zhang Yanfei Zhong DiffM 45 20 0 26 Jun 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities Roman Bachmann Oğuzhan Fatih Kar David Mizrahi Ali Garjani Mingfei Gao David Griffiths Jiaming Hu Afshin Dehghan Amir Zamir MoE VLM MLLM 38 14 0 13 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 40 9 0 12 Jun 2024
ROADWork Dataset: Learning to Recognize, Observe, Analyze and Drive Through Work Zones Anurag Ghosh R. Tamburo Shen Zheng Juan R. Alvarez-Padilla Hailiang Zhu Michael Cardei Nicholas Dunn Christoph Mertz Srinivasa G. Narasimhan 44 1 0 11 Jun 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis Talha Uddin Sheikh Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 28 2 0 10 Jun 2024
Select-Mosaic: Data Augmentation Method for Dense Small Object Scenes Hao Zhang Shuaijie Zhang Renbin Zou 26 1 0 08 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 37 22 0 06 Jun 2024
Semmeldetector: Application of Machine Learning in Commercial Bakeries Thomas H. Schmitt Maximilian Bundscherer Tobias Bocklet 21 1 0 06 Jun 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation Shan Li Lu Yang Pu Cao Liulei Li Huadong Ma 43 1 0 06 Jun 2024
Generative Active Learning for Long-tailed Instance Segmentation Muzhi Zhu Chengxiang Fan Hao Chen Y. Liu Weian Mao Xiaogang Xu Chunhua Shen 47 5 0 04 Jun 2024
Negative Prototypes Guided Contrastive Learning for WSOD Yu Zhang Chuang Zhu Guoqing Yang Siqi Chen 27 0 0 04 Jun 2024
Detecting Endangered Marine Species in Autonomous Underwater Vehicle Imagery Using Point Annotations and Few-Shot Learning Heather J. Doig Oscar Pizarro Jacquomo Monk Stefan Williams 14 0 0 04 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 36 12 0 03 Jun 2024
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions Tianyuan Zhang Lu Wang Hainan Li Yisong Xiao Siyuan Liang Aishan Liu Xianglong Liu Dacheng Tao 40 11 0 03 Jun 2024
RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection Fangyi Chen Han Zhang Zhantao Yang Hao Chen Kai Hu Marios Savvides ObjD VLM 36 5 0 30 May 2024
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 36 4 0 30 May 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu Shiyu Li Yuxuan Liu Ping-Chia Huang Jiulong Shan Huimin Ma Jian Yuan 34 3 0 24 May 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 40 913 0 23 May 2024
Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging through Data-Centric Strategies Amine Marzouki Zhuxian Guo Qinghe Zeng Camille Kurtz Nicolas Loménie 21 1 0 22 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification Tom Burgert Tim Siebert Kai Norman Clasen Begum Demir Begüm Demir 37 1 0 22 May 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data Chengxiang Fan Muzhi Zhu Hao Chen Yang Liu Weijia Wu Huaqi Zhang Chunhua Shen DiffM 54 11 0 16 May 2024
Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy Feng Wang M. C. Gursoy Senem Velipasalar 30 0 0 15 May 2024
Replication Study and Benchmarking of Real-Time Object Detection Models Pierre-Luc Asselin Vincent Coulombe William Guimont-Martin William Larrivée-Hardy 40 0 0 11 May 2024
Text in the Dark: Extremely Low-Light Text Image Enhancement Che-Tsung Lin Chun Chet Ng Zhi Qin Tan Wan Jun Nah Xinyu Wang Jie-Long Kew Po-Hao Hsu Shang-Hong Lai Chee Seng Chan Christopher Zach 32 0 0 22 Apr 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation Shengcao Cao Jiuxiang Gu Jason Kuen Hao Tan Ruiyi Zhang Handong Zhao A. Nenkova Liangyan Gui Tong Sun Yu-Xiong Wang VLM OCL 33 3 0 18 Apr 2024
Simple In-place Data Augmentation for Surveillance Object Detection Munkh-Erdene Otgonbold Ganzorig Batnasan Munkhjargal Gochoo 34 0 0 17 Apr 2024
FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation Riza Velioglu Robin Chan Barbara Hammer 24 0 0 12 Apr 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange Yanhao Wu Tong Zhang Wei Ke Congpei Qiu Sabine Susstrunk Mathieu Salzmann 3DPC 24 6 0 11 Apr 2024
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery I. M. Motoi Leonardo Saraceni Daniele Nardi Thomas Alessandro Ciarfuglia 31 1 0 08 Apr 2024
WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects under Occlusion Khiem Vuong N. D. Reddy R. Tamburo S. Narasimhan 27 1 0 27 Mar 2024
Benchmarking Object Detectors with COCO: A New Path Forward Shweta Singh Aayan Yadav Jitesh Jain Humphrey Shi Justin Johnson Karan Desai 23 5 0 27 Mar 2024
Domain Adaptive Detection of MAVs: A Benchmark and Noise Suppression Network Yin Zhang Jinhong Deng Peidong Liu Wen Li Shiyu Zhao 30 3 0 25 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 32 20 0 25 Mar 2024
Inpainting-Driven Mask Optimization for Object Removal Kodai Shimosato Norimichi Ukita 3DPC 35 1 0 23 Mar 2024