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
State-of-the-art Models for Object Detection in Various Fields of Application S. A. G. Naqvi Syed Shahnawaz Ali ObjD OOD 35 0 0 01 Nov 2022
SAGE: Saliency-Guided Mixup with Optimal Rearrangements A. Ma Nikita Dvornik Ran Zhang Leila Pishdad Konstantinos G. Derpanis Afsaneh Fazly 28 6 0 31 Oct 2022
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds Zhaoqi Leng Shuyang Cheng Benjamin Caine Weiyue Wang Xiao Zhang Jonathon Shlens Mingxing Tan Drago Anguelov 3DPC 31 14 0 24 Oct 2022
Real-time Detection of 2D Tool Landmarks with Synthetic Training Data Bram Vanherle Jeroen Put Nick Michiels F. Reeth 18 3 0 21 Oct 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks Ankit Gupta I. Sintorn HAI 14 1 0 20 Oct 2022
A Dimension-Augmented Physics-Informed Neural Network (DaPINN) with High Level Accuracy and Efficiency Weilong Guan Kai-Ping Yang Yinsheng Chen Zhong Guan PINN AI4CE 18 12 0 19 Oct 2022
Perceptual Grouping in Contrastive Vision-Language Models Kanchana Ranasinghe Brandon McKinzie S. S. Ravi Yinfei Yang Alexander Toshev Jonathon Shlens VLM 30 51 0 18 Oct 2022
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics Alexander Naumann Felix Hertlein Benchun Zhou Laura Dörr K. Furmans 19 5 0 18 Oct 2022
Exploring Long-Sequence Masked Autoencoders Ronghang Hu Shoubhik Debnath Saining Xie Xinlei Chen 8 18 0 13 Oct 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 43 102 0 12 Oct 2022
AISFormer: Amodal Instance Segmentation with Transformer Minh-Triet Tran Khoa T. Vo Kashu Yamazaki Arthur F. A. Fernandes Michael Kidd Ngan Le 28 33 0 12 Oct 2022
Domain-guided data augmentation for deep learning on medical imaging C. Athalye Rima Arnaout OOD 4 16 0 10 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation Evan Ling De-Kai Huang Minhoe Hur 27 5 0 07 Oct 2022
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation Boon Peng Yap B. Ng MedIm 20 1 0 01 Oct 2022
F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models Weicheng Kuo Yin Cui Xiuye Gu A. Piergiovanni A. Angelova MLLM VLM ObjD 49 134 0 30 Sep 2022
Strong Instance Segmentation Pipeline for MMSports Challenge Bo Yan Fengliang Qi Zhuang Li Yadong Li Hongbin Wang 28 2 0 28 Sep 2022
InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference Mu Yuan Lan Zhang Fengxiang He Xueting Tong Miao-Hui Song Zhengyuan Xu Xiang-Yang Li 24 2 0 28 Sep 2022
MTU-Net: Multi-level TransUNet for Space-based Infrared Tiny Ship Detection Tianhao Wu Boyang Li Yihang Luo Yingqian Wang Chao Xiao Ting-Yuan Liu Jungang Yang Wei An Yulan Guo ViT 18 100 0 28 Sep 2022
Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions Jeremy Ocampo Matthew Alexander Price Jason D. McEwen 21 14 0 27 Sep 2022
NamedMask: Distilling Segmenters from Complementary Foundation Models Gyungin Shin Weidi Xie Samuel Albanie ISeg VLM 63 22 0 22 Sep 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 53 26 0 22 Sep 2022
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation Jiawei Liang Siyuan Liang Aishan Liu Ke Ma Jingzhi Li Xiaochun Cao VLM 50 15 0 20 Sep 2022
Vision-Based Uncertainty-Aware Motion Planning based on Probabilistic Semantic Segmentation Ralf Römer Armin Lederer Samuel Tesfazgi Sandra Hirche 23 2 0 14 Sep 2022
Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning Feng Wang M. C. Gursoy Senem Velipasalar 14 2 0 12 Sep 2022
Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation Yunzhong Hou Stephen Gould Liang Zheng 32 0 0 17 Aug 2022
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding M. Heisler Amin Banitalebi-Dehkordi Yong Zhang ObjD 16 2 0 15 Aug 2022
Occlusion-Aware Instance Segmentation via BiLayer Network Architectures Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 27 11 0 08 Aug 2022
Label-Free Synthetic Pretraining of Object Detectors Hei Law Jia Deng 25 4 0 08 Aug 2022
Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications Lingzhi Zhang Shenghao Zhou Simon Stent Jianbo Shi EgoV 26 60 0 07 Aug 2022
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning Benyuan Sun Jinqiao Dai Zihao Liang Cong Liu Yi Yang Bo Bai MoE 18 4 0 03 Aug 2022
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Aoran Xiao Jiaxing Huang Dayan Guan Kaiwen Cui Shijian Lu Ling Shao 3DPC 17 85 0 30 Jul 2022
PEA: Improving the Performance of ReLU Networks for Free by Using Progressive Ensemble Activations Á. Utasi 27 0 0 28 Jul 2022
Membership Inference Attacks via Adversarial Examples Hamid Jalalzai Elie Kadoche Rémi Leluc Vincent Plassier AAML FedML MIACV 38 7 0 27 Jul 2022
DETRs with Hybrid Matching Ding Jia Yuhui Yuan Hao He Xiao-pei Wu Haojun Yu Weihong Lin Lei-huan Sun Chao Zhang Hanhua Hu 26 182 0 26 Jul 2022
StreamYOLO: Real-time Object Detection for Streaming Perception Jinrong Yang Songtao Liu Zeming Li Xiaoping Li Jian‐Yuan Sun 25 6 0 21 Jul 2022
Exploiting Unlabeled Data with Vision and Language Models for Object Detection Shiyu Zhao Zhixing Zhang S. Schulter Long Zhao Vijay Kumar B.G Anastasis Stathopoulos Manmohan Chandraker Dimitris N. Metaxas VLM ObjD 24 100 0 18 Jul 2022
kMaX-DeepLab: k-means Mask Transformer Qihang Yu Huiyu Wang Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 35 18 0 08 Jul 2022
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection H. Rasheed Muhammad Maaz Muhammad Uzair Khattak Salman Khan F. Khan ObjD VLM 27 151 0 07 Jul 2022
ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification Jiawei Yang Hanbo Chen Yu Zhao Fan Yang Yao Zhang Lei He Jianhua Yao VLM 25 39 0 05 Jul 2022
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation Yi-Mou Lin Zeyu Wang Kwang-Ting Cheng Hao Chen MedIm 6 27 0 30 Jun 2022
The Third Place Solution for CVPR2022 AVA Accessibility Vision and Autonomy Challenge Bo Yan Leilei Cao Zhuang Li Hongbin Wang 24 0 0 28 Jun 2022
YOLOSA: Object detection based on 2D local feature superimposed self-attention Weisheng Li Lin Huang 3DH 19 9 0 23 Jun 2022
Complementary datasets to COCO for object detection Ali Borji VLM ObjD 20 3 0 23 Jun 2022
ICME 2022 Few-shot LOGO detection top 9 solution Kang Tong Ka Wai Cheung Xiaochuan Yu VLM 4 1 0 23 Jun 2022
Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation Ming Li Jie Wu Jin Cai J. Qin Yuxi Ren Xu Xiao Min Zheng Rui Wang X. Pan ViT 11 2 0 22 Jun 2022
DALL-E for Detection: Language-driven Compositional Image Synthesis for Object Detection Yunhao Ge Jiashu Xu Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet DiffM ObjD 28 16 0 20 Jun 2022
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation Feng Li Hao Zhang Hu-Sheng Xu Siyi Liu Lei Zhang L. Ni H. Shum ISeg 44 366 0 06 Jun 2022
Toward Learning Robust and Invariant Representations with Alignment Regularization and Data Augmentation Haohan Wang Zeyi Huang Xindi Wu Eric P. Xing OOD 21 15 0 04 Jun 2022
Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline Jasmin Breitenstein Tim Fingscheidt 23 21 0 01 Jun 2022
Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations Yongtao Ge Qiang-feng Zhou Xinlong Wang Zhibin Wang Hao Li Chunhua Shen 3DPC 25 16 0 01 Jun 2022