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
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning Bin-Bin Gao VLM 22 0 0 14 May 2025
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation Negin Ghamsarian Sahar Nasirihaghighi Klaus Schoeffmann Raphael Sznitman 26 0 0 12 May 2025
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 26 0 0 11 May 2025
Adaptive Contextual Embedding for Robust Far-View Borehole Detection Xuesong Liu Tianyu Hao Emmett J. Ientilucci 41 0 0 08 May 2025
NSegment : Noisy Segment Improves Remote Sensing Image Segmentation Yechan Kim DongHo Yoon SooYeon Kim M. Jeon 39 0 0 28 Apr 2025
AffordanceSAM: Segment Anything Once More in Affordance Grounding D. Jiang Mengmeng Wang Teli Ma H. Li Y. Liu Guang Dai L. Zhang 32 0 0 22 Apr 2025
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data Generation Bram Vanherle Brent Zoomers Jeroen Put F. Reeth Nick Michiels 3DGS 32 0 0 11 Apr 2025
AD-Det: Boosting Object Detection in UAV Images with Focused Small Objects and Balanced Tail Classes Zhenteng Li Sheng Lian Dengfeng Pan Y. Wang Wei Liu 56 0 0 08 Apr 2025
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM Heeji Yoon Heeseong Shin Eunbeen Hong Hyunwook Choi Hansang Cho Daun Jeong Seungryong Kim 26 0 0 07 Apr 2025
Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection Jiancheng Pan Yanxing Liu Xiao He Long Peng Jiahao Li Yuze Sun Xiaomeng Huang 33 0 0 06 Apr 2025
v-CLR: View-Consistent Learning for Open-World Instance Segmentation Chang-Bin Zhang Jinhong Ni Yujie Zhong Kai Han 3DV VLM 69 0 0 02 Apr 2025
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers Hang Zhou X. Zuo Rui Ma Li Cheng ViT 37 0 0 27 Mar 2025
Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios Taufiq Ahmed Abhishek Kumar Constantino Álvarez Casado Anlan Zhang Tuomo Hänninen Lauri Lovén Miguel Bordallo López Sasu Tarkoma 29 0 0 27 Mar 2025
Reasoning and Learning a Perceptual Metric for Self-Training of Reflective Objects in Bin-Picking with a Low-cost Camera Peiyuan Ni Chee Meng Chew Marcelo H. Ang Jr. Gregory S. Chirikjian 61 0 0 26 Mar 2025
Your ViT is Secretly an Image Segmentation Model Tommie Kerssies Niccolò Cavagnero Alexander Hermans Narges Norouzi Giuseppe Averta Bastian Leibe Gijs Dubbelman Daan de Geus ViT VLM 59 1 0 24 Mar 2025
A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation Qing Zhong Peng-Tao Jiang Wen Wang Guodong Ding Lin Wu Kaiqi Huang VLM 50 0 0 22 Mar 2025
Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset Yiqun Mei Mingming He Li Ma Julien Philip Wenqi Xian ... Gabriel Dedic Ahmet Levent Taşel Ning Yu Vishal M. Patel P. Debevec 50 0 0 18 Mar 2025
Panoramic Distortion-Aware Tokenization for Person Detection and Localization Using Transformers in Overhead Fisheye Images Nobuhiko Wakai Satoshi Sato Yasunori Ishii Takayoshi Yamashita 61 0 0 18 Mar 2025
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object Zhe Shan Yang Liu Lei Zhou C. Yan H. Wang Xia Xie 39 1 0 15 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 55 0 0 12 Mar 2025
Scale-Aware Pre-Training for Human-Centric Visual Perception: Enabling Lightweight and Generalizable Models Xuanhan Wang Huimin Deng Lianli Gao Jingkuan Song VLM 59 0 0 11 Mar 2025
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface Hao Tang Chenwei Xie Haiyang Wang Xiaoyi Bao Tingyu Weng Pandeng Li Yun Zheng Liwei Wang ObjD VLM 56 0 0 03 Mar 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 153 51 0 21 Feb 2025
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances Yi Yu Botao Ren Peiyuan Zhang Mingxin Liu Junwei Luo Shaofeng Zhang Feipeng Da Junchi Yan Xue Yang 3DPC 125 1 0 06 Feb 2025
Scanning Trojaned Models Using Out-of-Distribution Samples Hossein Mirzaei Ali Ansari Bahar Dibaei Nia Mojtaba Nafez Moein Madadi ... Kian Shamsaie Mahdi Hajialilue Jafar Habibi Mohammad Sabokrou M. Rohban OODD 61 2 0 28 Jan 2025
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results Benjamin Kiefer Lojze Žust Jon Muhovič Matej Kristan J. Pers ... Ashraf Saleem Ching-Heng Cheng Yu-Fan Lin Tzu-Yu Lin Chih-Chung Hsu 43 0 0 20 Jan 2025
Enhancing Novel Object Detection via Cooperative Foundational Models Rohit K Bharadwaj Muzammal Naseer Salman Khan F. Khan ObjD VLM 157 1 0 17 Jan 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 91 1 0 06 Jan 2025
Length-Aware DETR for Robust Moment Retrieval S. Park Jiho Choi Kyungjune Baek Hyunjung Shim 34 0 0 31 Dec 2024
Synthetic Data Generation for Anomaly Detection on Table Grapes I. M. Motoi Valerio Belli Alberto Carpineto Daniele Nardi Thomas Alessandro Ciarfuglia 67 0 0 17 Dec 2024
PanSR: An Object-Centric Mask Transformer for Panoptic Segmentation Lojze Žust Matej Kristan ViT 81 1 0 13 Dec 2024
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach Kailas PS Selvakumaran R Palani Murugan Ramesh Kumar V Malaya Kumar Biswal M 77 0 0 12 Dec 2024
MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans Xueyang Li Han Xiao Weixiang Weng Xiaowei Xu Yiyu Shi 68 0 0 02 Dec 2024
Token Cropr: Faster ViTs for Quite a Few Tasks Benjamin Bergner C. Lippert Aravindh Mahendran ViT VLM 69 0 0 01 Dec 2024
BGM: Background Mixup for X-ray Prohibited Items Detection W. Liu R. Tao Hongguang Zhu Yunda Sun Yao Zhao Y. X. Wei 63 0 0 30 Nov 2024
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 74 2 0 25 Nov 2024
CIA: Controllable Image Augmentation Framework Based on Stable Diffusion Mohamed Benkedadra Dany Rimez Tiffanie Godelaine Natarajan Chidambaram Hamed Razavi Khosroshahi Horacio Tellez Matei Mancas Benoît Macq Sidi Ahmed Mahmoudi DiffM 77 0 0 25 Nov 2024
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation Seongsu Ha Chaeyun Kim Donghwa Kim Junho Lee Sangho Lee Joonseok Lee 50 2 0 03 Nov 2024
AIDOVECL: AI-generated Dataset of Outpainted Vehicles for Eye-level Classification and Localization A. Kazemi Qurat ul ain Fatima Volodymyr V. Kindratenko Christopher Tessum 38 0 0 31 Oct 2024
First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 2024 Tengfei Zhang Heng Zhang Ruyang Li Qi Deng Yaqian Zhao Rengang Li MQ 20 0 0 30 Oct 2024
Synthetica: Large Scale Synthetic Data for Robot Perception Ritvik Singh Jingzhou Liu Karl Van Wyk Yu-Wei Chao Jean-Francois Lafleche Florian Shkurti Nathan D. Ratliff Ankur Handa 21 1 0 28 Oct 2024
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization Shancong Mou Raviteja Vemulapalli Shiyu Li Yuxuan Liu C Thomas ... Haoping Bai Oncel Tuzel Ping-Chia Huang Jiulong Shan Jianjun Shi 30 0 0 24 Oct 2024
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation Jiamu Wang Jin Tae Kwak 24 0 0 22 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation Sahir Shrestha Weihao Li Gao Zhu Nick Barnes DiffM 31 0 0 16 Oct 2024
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation Zhan Fa Shumeng Li Jian Zhang Lei Qi Qian Yu Yinghuan Shi 28 0 0 15 Oct 2024
A Simple Image Segmentation Framework via In-Context Examples Yang Liu Chenchen Jing Hengtao Li Muzhi Zhu Hao Chen Xinlong Wang Chunhua Shen 33 6 0 07 Oct 2024
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification Kelsey Lieberman Swarna Kamlam Ravindran Shuai Yuan Carlo Tomasi OOD 35 0 0 04 Oct 2024
Training a Computer Vision Model for Commercial Bakeries with Primarily Synthetic Images Thomas H. Schmitt Maximilian Bundscherer Tobias Bocklet 22 0 0 30 Sep 2024
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation Dylan Li Gyungin Shin 30 3 0 27 Sep 2024
SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation Bentao Song Qingfeng Wang 38 2 0 25 Sep 2024