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
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 41 0 0 22 Mar 2024
MISS: Memory-efficient Instance Segmentation Framework By Visual Inductive Priors Flow Propagation Chih-Chung Hsu Chia-Ming Lee VLM 24 1 0 18 Mar 2024
Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes Chih-Chung Hsu Chia-Ming Lee Ming-Shyen Wu VLM 38 1 0 18 Mar 2024
PosSAM: Panoptic Open-vocabulary Segment Anything VS Vibashan Shubhankar Borse Hyojin Park Debasmit Das Vishal M. Patel Munawar Hayat Fatih Porikli VLM MLLM 38 6 0 14 Mar 2024
Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization Zhao Wang Aoxue Li Fengwei Zhou Zhenguo Li Qi Dou ObjD VLM 24 2 0 14 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 38 1 0 13 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 24 6 0 12 Mar 2024
Masked AutoDecoder is Effective Multi-Task Vision Generalist Han Qiu Jiaxing Huang Peng Gao Lewei Lu Xiaoqin Zhang Shijian Lu 45 4 0 12 Mar 2024
Closing the Visual Sim-to-Real Gap with Object-Composable NeRFs Nikhil Mishra Maximilian Sieb Pieter Abbeel Xi Chen 3DPC 38 1 0 07 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Erik Brorsson Knut Åkesson Lennart Svensson Kristofer Bengtsson 41 0 0 06 Mar 2024
False Positive Sampling-based Data Augmentation for Enhanced 3D Object Detection Accuracy Jiyong Oh Junhaeng Lee Woongchan Byun Min-Ji Kong Sang Hun Lee 3DPC 25 2 0 05 Mar 2024
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs Michael Dorkenwald Nimrod Barazani Cees G. M. Snoek Yuki M. Asano VLM MLLM 27 12 0 13 Feb 2024
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions Kelsey Lieberman Shuai Yuan Swarna Kamlam Ravindran Carlo Tomasi 23 0 0 08 Feb 2024
LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors Sheng Jin Xue-Qiu Jiang Jiaxing Huang Lewei Lu Shijian Lu VLM ObjD 26 21 0 07 Feb 2024
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation Maoyuan Ye Jing Zhang Juhua Liu Chenyu Liu Baocai Yin Cong Liu Bo Du Dacheng Tao VLM 37 10 0 31 Jan 2024
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter Dongmyoung Lee Wei Chen Nicolás Rojas 18 2 0 24 Jan 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 40 11 0 18 Jan 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 47 707 0 17 Jan 2024
Trapped in texture bias? A large scale comparison of deep instance segmentation J. Theodoridis Jessica Hofmann J. Maucher A. Schilling SSeg 27 5 0 17 Jan 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie Yun Xing Gongjie Zhang Pei Yan Aoran Xiao Yap-Peng Tan Alex C. Kot Shijian Lu 23 5 0 16 Jan 2024
YOLO-Former: YOLO Shakes Hand With ViT J. Khoramdel A. Moori Y. Borhani A. Ghanbarzadeh Esmaeil Najafi ViT 14 2 0 11 Jan 2024
Leveraging Habitat Information for Fine-grained Bird Identification Tin Nguyen Anh Nguyen Anh Nguyen VLM 36 0 0 22 Dec 2023
TAO-Amodal: A Benchmark for Tracking Any Object Amodally Cheng-Yen Hsieh Kaihua Chen Achal Dave Tarasha Khurana Deva Ramanan 24 0 0 19 Dec 2023
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains Jaeyeul Kim Jungwan Woo Jeonghoon Kim Sunghoon Im 19 1 0 19 Dec 2023
CogCartoon: Towards Practical Story Visualization Zhongyang Zhu Jie Tang DiffM 27 3 0 17 Dec 2023
Learning-based Axial Video Motion Magnification Kwon Byung-Ki Oh Hyun-Bin Kim Jun-Seong Hyunwoo Ha Tae-Hyun Oh 14 0 0 15 Dec 2023
General Object Foundation Model for Images and Videos at Scale Junfeng Wu Yi-Xin Jiang Qihao Liu Zehuan Yuan Xiang Bai Song Bai VOS VLM 30 39 0 14 Dec 2023
Tokenize Anything via Prompting Ting Pan Lulu Tang Xinlong Wang Shiguang Shan VLM 23 22 0 14 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 41 63 0 11 Dec 2023
MaskConver: Revisiting Pure Convolution Model for Panoptic Segmentation Abdullah Rashwan Jiageng Zhang A. Taalimi Fan Yang Xingyi Zhou Chaochao Yan Liang-Chieh Chen Yeqing Li ViT 28 5 0 11 Dec 2023
RepViT-SAM: Towards Real-Time Segmenting Anything Ao Wang Hui Chen Zijia Lin Jungong Han Guiguang Ding VLM 25 19 0 10 Dec 2023
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection Yunhao Ge Hong-Xing Yu Cheng Zhao Yuliang Guo Xinyu Huang Liu Ren Laurent Itti Jiajun Wu 3DPC DiffM 28 11 0 08 Dec 2023
VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement Hanjung Kim Jaehyun Kang Miran Heo Sukjun Hwang Seoung Wug Oh Seon Joo Kim 26 0 0 08 Dec 2023
Gen2Det: Generate to Detect Saksham Suri Fanyi Xiao Animesh Sinha Sean Culatana Raghuraman Krishnamoorthi Chenchen Zhu Abhinav Shrivastava VLM DiffM 23 9 0 07 Dec 2023
Aligning and Prompting Everything All at Once for Universal Visual Perception Yunhang Shen Chaoyou Fu Peixian Chen Mengdan Zhang Ke Li Xing Sun Yunsheng Wu Shaohui Lin Rongrong Ji VLM ObjD 46 33 0 04 Dec 2023
Re-Nerfing: Improving Novel Views Synthesis through Novel Views Synthesis Felix Tristram Stefano Gasperini Nassir Navab Federico Tombari 22 0 0 04 Dec 2023
Segment and Caption Anything Xiaoke Huang Jianfeng Wang Yansong Tang Zheng Zhang Han Hu Jiwen Lu Lijuan Wang Zicheng Liu MLLM VLM 26 18 0 01 Dec 2023
Synthesize, Diagnose, and Optimize: Towards Fine-Grained Vision-Language Understanding Wujian Peng Sicheng Xie Zuyao You Shiyi Lan Zuxuan Wu VLM CoGe MLLM 28 18 0 30 Nov 2023
Language-conditioned Detection Transformer Jang Hyun Cho Philipp Krahenbuhl VLM ObjD 42 1 0 29 Nov 2023
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Zhen Zhao Zicheng Wang Longyue Wang Dian Yu Yixuan Yuan Luping Zhou 20 10 0 29 Nov 2023
BIM: Block-Wise Self-Supervised Learning with Masked Image Modeling Yixuan Luo Mengye Ren Sai Qian Zhang 23 0 0 28 Nov 2023
Stable Segment Anything Model Qi Fan Xin Tao Lei Ke Mingqiao Ye Yuanhui Zhang Pengfei Wan Zhong-ming Wang Yu-Wing Tai Chi-Keung Tang VLM 20 6 0 27 Nov 2023
Stable Diffusion For Aerial Object Detection Yanan Jian Fuxun Yu Simranjit Singh Dimitrios Stamoulis 26 8 0 21 Nov 2023
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly Qizhang Li Yiwen Guo Wangmeng Zuo Hao Chen ELM AAML 33 2 0 02 Nov 2023
Out-of-distribution Object Detection through Bayesian Uncertainty Estimation Tianhao Zhang Shenglin Wang N. Bouaynaya R. Calinescu Lyudmila Mihaylova OODD 21 2 0 29 Oct 2023
DecoderTracker: Decoder-Only Method for Multiple-Object Tracking Liao Pan Yang Feng Wu Di Liu Bo Xingle Zhang VOT 22 1 0 26 Oct 2023
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection Chuofan Ma Yi-Xin Jiang Xin Wen Zehuan Yuan Xiaojuan Qi ObjD VLM 20 48 0 25 Oct 2023
S3Aug: Segmentation, Sampling, and Shift for Action Recognition Taiki Sugiura Toru Tamaki AI4TS 22 2 0 23 Oct 2023
OV-VG: A Benchmark for Open-Vocabulary Visual Grounding Chunlei Wang Wenquan Feng Xiangtai Li Guangliang Cheng Shuchang Lyu Binghao Liu Lijiang Chen Qi Zhao ObjD VLM 26 9 0 22 Oct 2023
Putting the Object Back into Video Object Segmentation Ho Kei Cheng Seoung Wug Oh Brian Price Joon-Young Lee Alexander Schwing VOS 25 97 0 19 Oct 2023