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 / 273 papers shown

Title
High-Quality Proposal Encoding and Cascade Denoising for Imaginary Supervised Object Detection Zhiyuan Chen Yuelin Guo Zitong Huang Haoyu He Renhao Lu Weizhe Zhang 68 0 0 11 Nov 2025
Instance-Level Generation for Representation Learning Yankun Wu Zakaria Laskar Giorgos Kordopatis-Zilos Noa Garcia Giorgos Tolias 105 0 0 10 Oct 2025
Graph Conditioned Diffusion for Controllable Histopathology Image Generation Sarah Cechnicka Matthew Baugh Weitong Zhang Mischa Dombrowski Zhe Li Johannes C. Paetzold C. Roufosse Bernhard Kainz DiffM MedIm 40 0 0 08 Oct 2025
Data Factory with Minimal Human Effort Using VLMs Jiaojiao Ye Jiaxing Zhong Qian Xie Yuzhou Zhou Niki Trigoni Andrew Markham DiffM VLM 164 0 0 07 Oct 2025
Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy ImagesInternational Conference on Learning Representations (ICLR), 2025 H. Kniesel Leon Sick Tristan Payer T. Bergner K. S. Devan C. Read P. Walther Timo Ropinski 137 3 0 01 Aug 2025
GUNNEL: Guided Mixup Augmentation and Multi-Model Fusion for Aquatic Animal Segmentation Minh-Quan Le Trung-Nghia Le Tam V. Nguyen Isao Echizen M. Tran 226 0 0 01 Jul 2025
Weakly Supervised Object Segmentation by Background Conditional Divergence Hassan Baker Matthew Emigh Austin J. Brockmeier 67 0 0 25 Jun 2025
synth-dacl: Does Synthetic Defect Data Enhance Segmentation Accuracy and Robustness for Real-World Bridge Inspections? Johannes Flotzinger Fabian Deuser Achref Jaziri Heiko Neumann Norbert Oswald Visvanathan Ramesh T. Braml 116 0 0 17 Jun 2025
Snap, Segment, Deploy: A Visual Data and Detection Pipeline for Wearable Industrial Assistants Di Wen Junwei Zheng R. Liu Yi Xu Kunyu Peng Rainer Stiefelhagen 143 1 0 09 Jun 2025
Gen-n-Val: Agentic Image Data Generation and Validation Jing-En Huang I-Sheng Fang Tzuhsuan Huang Chih-Yu Wang Jun-Cheng Chen VLM 278 0 0 05 Jun 2025
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection Jens Petersen Davide Abati A. Habibian Auke Wiggers ViT 3DPC 231 1 0 23 Apr 2025
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data Generation Bram Vanherle Brent Zoomers Jeroen Put F. Reeth Nick Michiels 3DGS 144 2 0 11 Apr 2025
Scene-Centric Unsupervised Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 304 5 0 02 Apr 2025
BOOTPLACE: Bootstrapped Object Placement with Detection TransformersComputer Vision and Pattern Recognition (CVPR), 2025 Hang Zhou Wei Ji Rui Ma Li Cheng ViT 251 0 0 27 Mar 2025
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation Tobias Christian Nauen Brian B. Moser Federico Raue Stanislav Frolov Andreas Dengel ViT 425 0 0 12 Mar 2025
Solving Instance Detection from an Open-World PerspectiveComputer Vision and Pattern Recognition (CVPR), 2025 Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 324 2 0 01 Mar 2025
Self-Supervised Data Generation for Precision Agriculture: Blending Simulated Environments with Real Imagery Leonardo Saraceni I. M. Motoi Daniele Nardi Thomas Alessandro Ciarfuglia 220 3 0 25 Feb 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 390 3 0 06 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 435 22 0 03 Jan 2025
BGM: Background Mixup for X-ray Prohibited Items Detection Wen Liu Haoyu Wang Hongguang Zhu Yunda Sun Yao Zhao Y. X. Wei 485 2 0 30 Nov 2024
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data GenerationComputer Vision and Pattern Recognition (CVPR), 2024 Datao Tang Xiangyong Cao Xuan Wu Jialin Li Jing Yao Xueru Bai Deyu Meng Yin Li Deyu Meng DiffM 477 32 0 23 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging TaskProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024 H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 370 10 0 11 Nov 2024
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level OptimizationIEEE Transactions on Automation Science and Engineering (T-ASE), 2024 Shancong Mou Raviteja Vemulapalli Shiyu Li Yuxuan Liu C Thomas ... Haoping Bai Oncel Tuzel Ping Huang Jiulong Shan Jianjun Shi 202 0 0 24 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation Sahir Shrestha Weihao Li Gao Zhu Nick Barnes DiffM 175 1 0 16 Oct 2024
Scaling Backwards: Minimal Synthetic Pre-training?European Conference on Computer Vision (ECCV), 2024 Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 174 6 0 01 Aug 2024
Add-SD: Rational Generation without Manual Reference Lingfeng Yang Xinyu Zhang Xiang Li Jinwen Chen Kun Yao Qiang Chen Errui Ding Ling-Ling Liu Jingdong Wang Jian Yang 137 1 0 30 Jul 2024
NeuSurfEmb: A Complete Pipeline for Dense Correspondence-based 6D Object Pose Estimation without CAD Models Francesco Milano Jen Jen Chung Hermann Blum Roland Siegwart Lionel Ott 135 2 0 16 Jul 2024
RoCap: A Robotic Data Collection Pipeline for the Pose Estimation of Appearance-Changing Objects Jiahao Nick Li T. Chong Zhongyi Zhou Hironori Yoshida Koji Yatani Xiang Ánthony' Chen Takeo Igarashi 199 1 0 10 Jul 2024
Learning Motion Blur Robust Vision Transformers for Real-Time UAV Tracking You Wu Xucheng Wang Dan Zeng Hengzhou Ye Xiaolan Xie Qijun Zhao Shuiwang Li 219 5 0 07 Jul 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 326 5 0 01 Jul 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis Talha Uddin Sheikh Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 177 3 0 10 Jun 2024
Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection Punnawat Siripathitti Florent Forest Olga Fink 121 0 0 06 Jun 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 149 9 0 30 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Tom Burgert Kai Norman Clasen Kai Norman Clasen Tim Siebert Begüm Demir 390 2 0 22 May 2024
Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance KeyingJournal of WSCG (WSCG), 2024 Thomas Pollabauer Volker Knauthe André Boller Arjan Kuijper Dieter W. Fellner 205 3 0 13 May 2024
Simple In-place Data Augmentation for Surveillance Object Detection Munkh-Erdene Otgonbold Ganzorig Batnasan Munkhjargal Gochoo 241 1 0 17 Apr 2024
$ViFu: Multiple 360$^\circ$ Objects Reconstruction with Clean Background via Visible Part Fusion$ ViFu: Multiple 360 $^\circ$ Objects Reconstruction with Clean Background via Visible Part Fusion Tianhan Xu Takuya Ikeda Koichi Nishiwaki 132 0 0 15 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 162 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 271 2 0 08 Apr 2024
Inpainting-Driven Mask Optimization for Object RemovalIEEE International Joint Conference on Neural Network (IJCNN), 2024 Kodai Shimosato Norimichi Ukita 3DPC 161 3 0 23 Mar 2024
Augmented Reality based Simulated Data (ARSim) with multi-view consistency for AV perception networks Aqeel Anwar Tae Eun Choe Zian Wang Sanja Fidler Minwoo Park 161 0 0 22 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 276 1 0 13 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersComputer Vision and Pattern Recognition (CVPR), 2024 Shahaf Arica Or Rubin Sapir Gershov S. Laufer 125 12 0 12 Mar 2024
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention SteeringACM Multimedia (MM), 2024 Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 224 19 0 08 Mar 2024
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection Nico Baumgart Markus Lange-Hegermann Mike Mücke 119 2 0 06 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Erik Brorsson Knut Åkesson Lennart Svensson Kristofer Bengtsson 299 1 0 06 Mar 2024
Transfer learning with generative models for object detection on limited datasets Matteo Paiano Stefano Martina Carlotta Giannelli Filippo Caruso 198 10 0 09 Feb 2024
AccessLens: Auto-detecting Inaccessibility of Everyday ObjectsInternational Conference on Human Factors in Computing Systems (CHI), 2024 Nahyun Kwon Qian Lu Muhammad Hasham Qazi Joanne Liu Changhoon Oh Shu Kong Jeeeun Kim 129 6 0 29 Jan 2024
Nodule detection and generation on chest X-rays: NODE21 ChallengeIEEE Transactions on Medical Imaging (IEEE TMI), 2024 Ecem Sogancioglu Bram van Ginneken F. Behrendt M. Bengs Alexander Schlaefer ... N. Hendrix Colin Jacobs Ward Hendrix Clara I. Sánchez K. Murphy 112 16 0 04 Jan 2024
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D DetectionNeural Information Processing Systems (NeurIPS), 2023 Yunhao Ge Hong-Xing Yu Cheng Zhao Yuliang Guo Xinyu Huang Liu Ren Laurent Itti Jiajun Wu 3DPC DiffM 162 14 0 08 Dec 2023