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
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 223 320 0 08 Mar 2023
An Effective Crop-Paste Pipeline for Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 17 6 0 28 Feb 2023
Efficient Masked Autoencoders with Self-Consistency Zhaowen Li Yousong Zhu Zhiyang Chen Wei Li Chaoyang Zhao Rui Zhao Ming Tang Jinqiao Wang 53 2 0 28 Feb 2023
Aligning Bag of Regions for Open-Vocabulary Object Detection Size Wu Wenwei Zhang Sheng Jin Wentao Liu Chen Change Loy VLM ObjD 44 108 0 27 Feb 2023
Offline-to-Online Knowledge Distillation for Video Instance Segmentation H. Kim Seunghun Lee Sunghoon Im OffRL 36 3 0 15 Feb 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 57 1 0 14 Feb 2023
CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction Gang Zhang Zi-Hua Li Chufeng Tang Jianmin Li Xiaolin Hu 24 15 0 13 Feb 2023
Revisiting Pre-training in Audio-Visual Learning Ruoxuan Feng Wenke Xia Di Hu 27 1 0 07 Feb 2023
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video Haiyang Xu Qinghao Ye Mingshi Yan Yaya Shi Jiabo Ye ... Guohai Xu Ji Zhang Songfang Huang Feiran Huang Jingren Zhou MLLM VLM MoE 40 160 0 01 Feb 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation Xudong Wang Rohit Girdhar Stella X. Yu Ishan Misra VLM 45 161 0 26 Jan 2023
Long-tail Detection with Effective Class-Margins Jang Hyun Cho Philipp Krahenbuhl 33 17 0 23 Jan 2023
RILS: Masked Visual Reconstruction in Language Semantic Space Shusheng Yang Yixiao Ge Kun Yi Dian Li Ying Shan Xiaohu Qie Xinggang Wang CLIP 43 11 0 17 Jan 2023
PACO: Parts and Attributes of Common Objects Vignesh Ramanathan Anmol Kalia Vladan Petrovic Yiqian Wen Baixue Zheng ... Abhishek Kadian Amir Mousavi Yi-Zhe Song Abhimanyu Dubey D. Mahajan VLM 19 94 0 04 Jan 2023
Automatically Prepare Training Data for YOLO Using Robotic In-Hand Observation and Synthesis Hao Chen Weiwei Wan Masaki Matsushita Takeyuki Kotaka Kensuke Harada 34 7 0 04 Jan 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 34 17 0 03 Jan 2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders Sanghyun Woo Shoubhik Debnath Ronghang Hu Xinlei Chen Zhuang Liu In So Kweon Saining Xie SyDa 82 726 0 02 Jan 2023
MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seonghoon Park Honggyu An Matteo Poggi Seung Wook Kim MDE 29 0 0 21 Dec 2022
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery Min-seok Seo Hakjin Lee Y. Jeon Junghoon Seo 14 21 0 20 Dec 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 25 6 0 20 Dec 2022
Objaverse: A Universe of Annotated 3D Objects Matt Deitke Dustin Schwenk Jordi Salvador Luca Weihs Oscar Michel Eli VanderBilt Ludwig Schmidt Kiana Ehsani Aniruddha Kembhavi Ali Farhadi 24 882 0 15 Dec 2022
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation Yunhao Ge Jiashu Xu Brian Nlong Zhao Laurent Itti Vibhav Vineet DiffM 31 4 0 15 Dec 2022
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Chengqi Lyu Wenwei Zhang Haian Huang Yue Zhou Yudong Wang Yanyi Liu Shilong Zhang Kai-xiang Chen ObjD 50 379 0 14 Dec 2022
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation Chenhongyi Yang Jiarui Xu Shalini De Mello Elliot J. Crowley X. Wang ViT 32 21 0 13 Dec 2022
FastMIM: Expediting Masked Image Modeling Pre-training for Vision Jianyuan Guo Kai Han Han Wu Yehui Tang Yunhe Wang Chang Xu 33 9 0 13 Dec 2022
NMS Strikes Back Jeffrey Ouyang-Zhang Jang Hyun Cho Xingyi Zhou Philipp Krahenbuhl 35 38 0 12 Dec 2022
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation Zhen Zhao Lihe Yang Sifan Long Jimin Pi Luping Zhou Jingdong Wang 31 73 0 09 Dec 2022
An Empirical Study on Multi-Domain Robust Semantic Segmentation Yajie Liu Pu Ge Qingjie Liu Shichao Fan Yunhong Wang 21 2 0 08 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion Hanqing Zhao Dianmo Sheng Jianmin Bao Dongdong Chen Dong Chen ... Ce Liu Wenbo Zhou Qi Chu Weiming Zhang Neng H. Yu VLM DiffM 38 39 0 07 Dec 2022
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Ziyuan Zhao Ming Xu Peisheng Qian R. Pahwa Richard Chang 3DPC CLL 36 8 0 05 Dec 2022
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 28 5 0 05 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 29 30 0 03 Dec 2022
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation Yuting Wang Ricardo Guerrero Vladimir Pavlovic 25 5 0 02 Dec 2022
GRiT: A Generative Region-to-text Transformer for Object Understanding Jialian Wu Jianfeng Wang Zhengyuan Yang Zhe Gan Zicheng Liu Junsong Yuan Lijuan Wang ObjD VLM 14 112 0 01 Dec 2022
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Deep Learning Image Classification Han S. Lee Haeil Lee H. Hong Junmo Kim UQCV 25 0 0 01 Dec 2022
PatchMix Augmentation to Identify Causal Features in Few-shot Learning C. Xu Chen Liu Xinwei Sun Siqian Yang Yabiao Wang Chengjie Wang Yanwei Fu 24 16 0 29 Nov 2022
Learning Object-Language Alignments for Open-Vocabulary Object Detection Chuang Lin Pei Sun Yi-Xin Jiang Ping Luo Lizhen Qu Gholamreza Haffari Zehuan Yuan Jianfei Cai VLM ObjD 23 95 0 27 Nov 2022
RbA: Segmenting Unknown Regions Rejected by All Nazir Nayal Mısra Yavuz João F. Henriques Fatma Guney UQCV 19 46 0 25 Nov 2022
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation Liang Zeng A. Lengyel Nergis Tomen J. C. V. Gemert AI4TS 21 0 0 25 Nov 2022
A Benchmark of Long-tailed Instance Segmentation with Noisy Labels Guanlin Li Guowen Xu Tianwei Zhang NoLa ISeg 16 0 0 24 Nov 2022
DETRs with Collaborative Hybrid Assignments Training Zhuofan Zong Guanglu Song Yu Liu ViT 48 306 0 22 Nov 2022
Improving Crowded Object Detection via Copy-Paste Jiangfan Deng Dewen Fan Xiaosong Qiu Feng Zhou 22 12 0 22 Nov 2022
Task-Specific Data Augmentation and Inference Processing for VIPriors Instance Segmentation Challenge Bo Yan Xingran Zhao Yadong Li Hongbin Wang 33 5 0 21 Nov 2022
Context-Matched Collage Generation for Underwater Invertebrate Detection R. McEver Bowen Zhang B. S. Manjunath 28 0 0 15 Nov 2022
Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling Yu Wang Xin Li Shengzhao Wen Fu-En Yang Wanping Zhang Gang Zhang Haocheng Feng Junyu Han Errui Ding 42 5 0 15 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 66 674 0 14 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang Jifeng Dai Zhe Chen Zhenhang Huang Zhiqi Li ... Tong Lu Lewei Lu Hongsheng Li Xiaogang Wang Yu Qiao VLM 36 657 0 10 Nov 2022
OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 26 327 0 10 Nov 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Kyusik Cho Suhyeon Lee Hongje Seong Euntai Kim 22 5 0 04 Nov 2022
Could Giant Pretrained Image Models Extract Universal Representations? Yutong Lin Ze Liu Zheng-Wei Zhang Han Hu Nanning Zheng Stephen Lin Yue Cao VLM 46 9 0 03 Nov 2022
Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection Yanxin Long Jianhua Han Runhu Huang Xu Hang Yi Zhu Chunjing Xu Xiaodan Liang VLM ObjD 27 18 0 02 Nov 2022