DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision

13 May 2021

Shiyi Lan

Zhiding Yu

Chris Choy

Subhashree Radhakrishnan

Papers citing "DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision"

50 / 66 papers shown

Title
BoxInst: High-Performance Instance Segmentation with Box Annotations Zhi Tian Chunhua Shen Xinlong Wang Hao Chen ISeg 51 233 0 03 Dec 2020
Learning to Compose Hypercolumns for Visual Correspondence Juhong Min Jongmin Lee Jean Ponce Minsu Cho OCL 40 77 0 21 Jul 2020
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances Aditya Arun C. V. Jawahar M. P. Kumar ISeg 46 58 0 18 Jul 2020
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation Guolei Sun Wenguan Wang Jifeng Dai Luc Van Gool 147 311 0 03 Jul 2020
Self-supervised Single-view 3D Reconstruction via Semantic Consistency Xueting Li Sifei Liu Kihwan Kim Shalini De Mello Varun Jampani Ming-Hsuan Yang Jan Kautz 3DV 47 148 0 13 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 218 602 0 12 Mar 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 131 3,508 0 21 Jan 2020
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 37 414 0 03 Dec 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 71 1,907 0 26 Nov 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 67 4,996 0 20 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 94 11,959 0 13 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 202 2,375 0 11 Nov 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 51 539 0 29 Sep 2019
Dynamic Context Correspondence Network for Semantic Alignment Shuaiyi Huang Qiuyue Wang Songyang Zhang Shipeng Yan Xuming He 33 91 0 08 Sep 2019
C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion David Novotny Nikhila Ravi Benjamin Graham Natalia Neverova Andrea Vedaldi 3DPC 43 109 0 05 Sep 2019
SPair-71k: A Large-scale Benchmark for Semantic Correspondence Juhong Min Jongmin Lee Jean Ponce Minsu Cho 39 129 0 28 Aug 2019
Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features Juhong Min Jongmin Lee Jean Ponce Minsu Cho 42 108 0 18 Aug 2019
Canonical Surface Mapping via Geometric Cycle Consistency Nilesh Kulkarni Abhinav Gupta Shubham Tulsiani 31 97 0 23 Jul 2019
SCOPS: Self-Supervised Co-Part Segmentation Wei-Chih Hung Varun Jampani Sifei Liu Pavlo Molchanov Ming-Hsuan Yang Jan Kautz 51 139 0 03 May 2019
Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation Chunfeng Song Yan Huang Wanli Ouyang Liang Wang 52 216 0 26 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 84 3,240 0 16 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 128 541 0 10 Apr 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
SFNet: Learning Object-aware Semantic Correspondence Junghyup Lee Dohyung Kim Jean Ponce Bumsub Ham 3DPC 42 140 0 03 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 97 4,969 0 02 Apr 2019
Weakly Supervised Scene Parsing with Point-based Distance Metric Learning Rui Qian Yunchao Wei Humphrey Shi Jiachen Li Jiaying Liu Thomas Huang 3DV 56 73 0 06 Nov 2018
Recurrent Transformer Networks for Semantic Correspondence Seungryong Kim Stephen Lin Sangryul Jeon Dongbo Min Kwanghoon Sohn ViT 38 101 0 29 Oct 2018
Neighbourhood Consensus Networks Ignacio Rocco Mircea Cimpoi Relja Arandjelović Akihiko Torii Tomas Pajdla Josef Sivic 50 386 0 24 Oct 2018
Deep Object Pose Estimation for Semantic Robotic Grasping of Household Objects Jonathan Tremblay Thang To Balakumar Sundaralingam Yu Xiang Dieter Fox Stan Birchfield 61 655 0 27 Sep 2018
LF-Net: Learning Local Features from Images Y. Ono Eduard Trulls Pascal Fua K. M. Yi 62 526 0 24 May 2018
Normalized Cut Loss for Weakly-supervised CNN Segmentation Meng Tang Abdelaziz Djelouah Federico Perazzi Yuri Boykov Christopher Schroers 27 316 0 04 Apr 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 67 275 0 03 Apr 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 279 743 0 28 Mar 2018
On Regularized Losses for Weakly-supervised CNN Segmentation Meng Tang Federico Perazzi Abdelaziz Djelouah Ismail Ben Ayed Christopher Schroers Yuri Boykov 46 294 0 26 Mar 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 41 605 0 20 Mar 2018
Learning random-walk label propagation for weakly-supervised semantic segmentation Paul Vernaza Manmohan Chandraker 59 253 0 01 Feb 2018
End-to-end weakly-supervised semantic alignment Ignacio Rocco Relja Arandjelović Josef Sivic 53 177 0 19 Dec 2017
SCNet: Learning Semantic Correspondence Kai Han Rafael Sampaio de Rezende Bumsub Ham Kwan-Yee K. Wong Minsu Cho Cordelia Schmid Jean Ponce 49 151 0 11 May 2017
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) Adrian Bulat Georgios Tzimiropoulos 3DH CVBM 3DV 90 1,474 0 21 Mar 2017
Proposal Flow: Semantic Correspondences from Object Proposals Bumsub Ham Minsu Cho Cordelia Schmid Jean Ponce 102 135 0 21 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 293 27,018 0 20 Mar 2017
Convolutional neural network architecture for geometric matching Ignacio Rocco Relja Arandjelović Josef Sivic 84 542 0 16 Mar 2017
6-DoF Object Pose from Semantic Keypoints Georgios Pavlakos Xiaowei Zhou Aaron Chan Konstantinos G. Derpanis Kostas Daniilidis 119 392 0 14 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 410 21,951 0 09 Dec 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 95 520 0 24 Nov 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 67 1,004 0 23 Nov 2016
Universal Correspondence Network Chris Choy JunYoung Gwak Silvio Savarese Manmohan Chandraker 42 368 0 11 Jun 2016
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation Di Lin Jifeng Dai Jiaya Jia Kaiming He Jian Sun SSeg 106 1,003 0 18 Apr 2016
LIFT: Learned Invariant Feature Transform K. M. Yi Eduard Trulls Vincent Lepetit Pascal Fua 93 1,203 0 30 Mar 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 66 744 0 24 Mar 2016