Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision

9 March 2023

Heng Wang

Papers citing "Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision"

46 / 46 papers shown

Title
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 329 7,278 0 05 Apr 2023
Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity Weiyao Wang Matt Feiszli Heng Wang Jitendra Malik Du Tran ISeg 58 49 0 12 Apr 2022
Learning to Detect Every Thing in an Open World Kuniaki Saito Ping Hu Trevor Darrell Kate Saenko ObjD VLM 38 48 0 03 Dec 2021
Learning Open-World Object Proposals without Learning to Classify Dahun Kim Nayeon Lee A. Angelova In So Kweon Weicheng Kuo SSeg 56 128 0 15 Aug 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 62 118 0 08 Jun 2021
Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos Yuming Du Yanghua Xiao Vincent Lepetit 58 8 0 25 Apr 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 74 54 0 22 Apr 2021
Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation Weiyao Wang Matt Feiszli Heng Wang Du Tran VOS 57 125 0 10 Apr 2021
Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mennatullah Siam Alex Kendall Martin Jägersand VOS VLM 66 20 0 19 Mar 2021
Efficient Visual Pretraining with Contrastive Detection Olivier J. Hénaff Skanda Koppula Jean-Baptiste Alayrac Aaron van den Oord Oriol Vinyals João Carreira VLM SSL 69 164 0 19 Mar 2021
Towards Open World Object Detection K. J. Joseph Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD 85 461 0 03 Mar 2021
Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang Michael Maire SSL 73 74 0 05 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 113 530 0 01 Dec 2020
Unseen Object Instance Segmentation for Robotic Environments Christopher Xie Yu Xiang Arsalan Mousavian Dieter Fox 76 132 0 16 Jul 2020
Deep Affinity Net: Instance Segmentation via Affinity Xingqian Xu M. Chiu Thomas S. Huang Humphrey Shi ISeg SSeg 51 11 0 15 Mar 2020
Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data Yen-Chang Hsu Yilin Shen Hongxia Jin Z. Kira OODD 93 573 0 26 Feb 2020
Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories Tiange Luo Kaichun Mo Zhiao Huang Jiarui Xu Siyu Hu Liwei Wang Hao Su 3DPC 58 39 0 16 Feb 2020
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 205 149 0 15 Oct 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 103 1,369 0 08 Aug 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 151 1,160 0 10 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 70 118 0 05 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 116 1,673 0 04 Apr 2019
Habitat: A Platform for Embodied AI Research Manolis Savva Abhishek Kadian Oleksandr Maksymets Yili Zhao Erik Wijmans ... Jia-Wei Liu V. Koltun Jitendra Malik Devi Parikh Dhruv Batra LM&Ro 115 1,405 0 02 Apr 2019
Large-scale interactive object segmentation with human annotators Rodrigo Benenson S. Popov V. Ferrari VLM 106 223 0 26 Mar 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 67 913 0 01 Mar 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 70 87 0 11 Feb 2019
Affinity Derivation and Graph Merge for Instance Segmentation Yiding Liu Siyu Yang Bin Li Wen-gang Zhou Jizheng Xu Houqiang Li Yan Lu ISeg SSeg 58 107 0 27 Nov 2018
Superpixel Sampling Networks Varun Jampani Deqing Sun Ming-Yuan Liu Ming-Hsuan Yang Jan Kautz SSeg 61 226 0 26 Jul 2018
Bayesian Semantic Instance Segmentation in Open Set World Trung T. Pham G. VijayKumarB. Thanh-Toan Do G. Carneiro Ian Reid VLM ISeg BDL 63 35 0 04 Jun 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 285 743 0 28 Mar 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 104 1,435 0 03 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 103 179 0 22 Dec 2017
Learning to Segment Every Thing Ronghang Hu Piotr Dollár Kaiming He Trevor Darrell Ross B. Girshick ISeg VLM 69 296 0 28 Nov 2017
Pixelwise Instance Segmentation with a Dynamically Instantiated Network Anurag Arnab Philip Torr ISeg SSeg 59 232 0 07 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 118 382 0 19 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 468 22,102 0 09 Dec 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 396 1,876 0 18 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 738 37,846 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,609 0 06 Apr 2016
Learning to Segment Object Candidates Pedro H. O. Pinheiro R. Collobert Piotr Dollar SSeg 94 801 0 20 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 502 62,270 0 04 Jun 2015
DeepBox: Learning Objectness with Convolutional Networks Weicheng Kuo Bharath Hariharan Jitendra Malik ObjD 55 184 0 08 May 2015
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation Jordi Pont-Tuset Pablo Arbeláez Jonathan T. Barron F. Marqués Jitendra Malik 81 570 0 03 Mar 2015
Towards Open World Recognition Abhijit Bendale Terrance Boult 76 565 0 18 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,638 0 01 May 2014