Benchmarking the Robustness of Instance Segmentation Models

2 September 2021

Papers citing "Benchmarking the Robustness of Instance Segmentation Models"

50 / 91 papers shown

Title
Automatic Drywall Analysis for Progress Tracking and Quality Control in Construction Mariusz Trzeciakiewicz Aleixo Cambeiro Barreiro Niklas Gard Anna Hilsmann Peter Eisert 73 0 0 05 Mar 2025
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-centric Learning Nathan G. Drenkow Mathias Unberath 44 5 0 28 Aug 2023
Iterative Robust Visual Grounding with Masked Reference based Centerpoint Supervision Menghao Li Chunlei Wang W. Feng Shuchang Lyu Guangliang Cheng Xiangtai Li Binghao Liu Qi Zhao 64 5 0 23 Jul 2023
Inst-Inpaint: Instructing to Remove Objects with Diffusion Models Ahmet Burak Yildirim Vedat Baday Erkut Erdem Aykut Erdem Aysegül Dündar DiffM 56 61 0 06 Apr 2023
Refining 3D Human Texture Estimation from a Single Image Said Fahri Altindis A. Meriç Yusuf Dalva U. Güdükbay Aysegül Dündar 3DH 47 3 0 06 Mar 2023
Benchmarking the Robustness of LiDAR Semantic Segmentation Models Xu Yan Chaoda Zheng Ying Xue Zhen Li Shuguang Cui Dengxin Dai AAML 3DV 3DPC 46 19 0 03 Jan 2023
Towards Robust Referring Image Segmentation Jianzong Wu Xiangtai Li Xia Li Henghui Ding Yu Tong Dacheng Tao 3DV 69 44 0 20 Sep 2022
Fine Detailed Texture Learning for 3D Meshes with Generative Models Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 3DH 57 19 0 17 Mar 2022
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Yanghao Li Chaoxia Wu Haoqi Fan K. Mangalam Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 118 683 0 02 Dec 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 88 339 0 11 Nov 2021
View Generalization for Single Image Textured 3D Models Anand Bhattad Aysegül Dündar Guilin Liu Andrew Tao Bryan Catanzaro 3DV 39 25 0 10 Jun 2021
SOLQ: Segmenting Objects by Learning Queries Bin Dong Fangao Zeng Tiancai Wang Xinming Zhang Yichen Wei ISeg 25 117 0 04 Jun 2021
Adversarially Adaptive Normalization for Single Domain Generalization Xinjie Fan Qifei Wang Junjie Ke Feng Yang Boqing Gong Mingyuan Zhou 49 130 0 01 Jun 2021
Instances as Queries Yuxin Fang Shusheng Yang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu ISeg 59 258 0 05 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 288 21,051 0 25 Mar 2021
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 42 167 0 23 Mar 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 279 979 0 13 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 314 40,217 0 22 Oct 2020
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers Christoph Kamann Burkhard Güssefeld Robin Hutmacher J. H. Metzen Carsten Rother 22 18 0 12 Oct 2020
Unseen Object Instance Segmentation for Robotic Environments Christopher Xie Yu Xiang Arsalan Mousavian Dieter Fox 59 132 0 16 Jul 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 45 62 0 13 Jun 2020
Rethinking Pre-training and Self-training Barret Zoph Golnaz Ghiasi Nayeon Lee Huayu Chen Hanxiao Liu E. D. Cubuk Quoc V. Le SSeg 65 647 0 11 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 275 12,847 0 26 May 2020
Panoptic-based Image Synthesis Aysegül Dündar Karan Sapra Guilin Liu Andrew Tao Bryan Catanzaro 94 40 0 21 Apr 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 78 1,471 0 19 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 78 2,656 0 01 Apr 2020
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos Aysegül Dündar Kevin J. Shih Animesh Garg R. Pottorf Andrew Tao Bryan Catanzaro 27 34 0 26 Jan 2020
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 54 890 0 17 Dec 2019
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization Xianzhi Du Nayeon Lee Pengchong Jin Golnaz Ghiasi Mingxing Tan Huayu Chen Quoc V. Le Xiaodan Song 34 173 0 10 Dec 2019
SOLO: Segmenting Objects by Locations Xinlong Wang Tao Kong Chunhua Shen Yuning Jiang Lei Li SSeg ISeg 38 672 0 10 Dec 2019
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 37 414 0 03 Dec 2019
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors Zuxuan Wu Ser-Nam Lim L. Davis Tom Goldstein AAML 95 264 0 31 Oct 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 53 539 0 29 Sep 2019
Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann Carsten Rother VLM UQCV 38 163 0 14 Aug 2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Claudio Michaelis Benjamin Mitzkus Robert Geirhos E. Rusak Oliver Bringmann Alexander S. Ecker Matthias Bethge Wieland Brendel 3DPC 82 441 0 17 Jul 2019
Cascade R-CNN: High Quality Object Detection and Instance Segmentation Zhaowei Cai Nuno Vasconcelos ObjD 66 1,339 0 24 Jun 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 109 2,845 0 17 Jun 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation Woonggi Chang Tackgeun You Seonguk Seo Suha Kwak Bohyung Han OOD 46 385 0 27 May 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 108 1,652 0 04 Apr 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 103 3,399 0 28 Mar 2019
TensorMask: A Foundation for Dense Object Segmentation Xinlei Chen Ross B. Girshick Kaiming He Piotr Dollár ISeg 47 320 0 28 Mar 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 60 909 0 01 Mar 2019
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos Patricia Rubisch Claudio Michaelis Matthias Bethge Felix Wichmann Wieland Brendel 78 2,647 0 29 Nov 2018
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 77 1,998 0 27 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 91 1,081 0 21 Nov 2018
Generalisation in humans and deep neural networks Robert Geirhos Carlos R. Medina Temme Jonas Rauber Heiko H. Schutt Matthias Bethge Felix Wichmann OOD 81 605 0 27 Aug 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 77 3,978 0 15 Jul 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 111 2,112 0 12 May 2018
Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization Jonathan Tremblay Aayush Prakash David Acuna M. Brophy Varun Jampani Cem Anil Thang To Eric Cameracci Shaad Boochoon Stan Birchfield OOD 50 813 0 18 Apr 2018
Group Normalization Yuxin Wu Kaiming He 139 3,626 0 22 Mar 2018