Learning Open-World Object Proposals without Learning to Classify

15 August 2021

In So Kweon

Papers citing "Learning Open-World Object Proposals without Learning to Classify"

32 / 32 papers shown

Title
Solving Instance Detection from an Open-World Perspective Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 40 0 0 01 Mar 2025
Generalized Class Discovery in Instance Segmentation Cuong Manh Hoang Yeejin Lee Byeongkeun Kang ISeg 92 0 0 12 Feb 2025
Open-Set Object Detection By Aligning Known Class Representations Hiran Sarkar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ObjD 44 5 0 31 Dec 2024
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 39 0 0 15 Oct 2024
OW-Rep: Open World Object Detection with Instance Representation Learning Sunoh Lee Minsik Jeon Jihong Min Junwon Seo ObjD 149 0 0 24 Sep 2024
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis Brian K. S. Isaac-Medina Yona Falinie A. Gaus Neelanjan Bhowmik T. Breckon 28 2 0 22 Jul 2024
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos Hyolim Kang Jeongseok Hyun Joungbin An Youngjae Yu Seon Joo Kim 38 0 0 17 Jul 2024
Towards Open-set Camera 3D Object Detection Zhuolin He Xinrun Li Heng Gao Jiachen Tang Shoumeng Qiu Wenfu Wang Lvjian Lu Xuchong Qiu Xiangyang Xue Jian Pu 3DPC 41 0 0 25 Jun 2024
Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation Ya Lu Jishnu Jaykumar Yunhui Guo Nicholas Ruozzi Yu Xiang VLM ISeg 58 4 0 28 May 2024
MENTOR: Multilingual tExt detectioN TOward leaRning by analogy Hsin-Ju Lin Tsu-Chun Chung Ching-Chun Hsiao Pin-Yu Chen Wei-Chen Chiu Ching-Chun Huang 27 0 0 12 Mar 2024
I Can't Believe It's Not Scene Flow! Ishan Khatri Kyle Vedder Neehar Peri Deva Ramanan James Hays 32 9 0 07 Mar 2024
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous Driving Ning Ding Ce Zhang A. Eskandarian 38 10 0 11 May 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 39 7 0 26 Apr 2023
Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance Robin Schon K. Ludwig Rainer Lienhart VLM MDE 41 2 0 12 Apr 2023
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment Lewei Yao Jianhua Han Xiaodan Liang Danqian Xu Wei Zhang Zhenguo Li Hang Xu VLM ObjD CLIP 45 74 0 10 Apr 2023
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 24 6,822 0 05 Apr 2023
OpenInst: A Simple Query-Based Method for Open-World Instance Segmentation Cheng Wang Guoli Wang Qian Zhang Pengning Guo Wenyu Liu Xinggang Wang ISeg VLM 21 7 0 28 Mar 2023
Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning Zhongxiang Zhou Yifei Yang Yue Wang R. Xiong ObjD 16 13 0 21 Nov 2022
Towards Generalized Few-Shot Open-Set Object Detection Binyi Su Hua Zhang Jingzhi Li Zhongjun Zhou 48 9 0 28 Oct 2022
F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models Weicheng Kuo Huayu Chen Xiuye Gu A. Piergiovanni A. Angelova MLLM VLM ObjD 49 134 0 30 Sep 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 26 2 0 23 Aug 2022
Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization Xizhe Xue Dongdong Yu Lingqiao Liu Yu Liu Satoshi Tsutsui Ying Li Zehuan Yuan Ping Song Mike Zheng Shou ISeg 24 4 0 18 Aug 2022
Object Instance Identification in Dynamic Environments Takuma Yagi Md. Tasnimul Hasan Yoichi Sato 22 0 0 10 Jun 2022
Open-Vocabulary DETR with Conditional Matching Yuhang Zang Wei Li Kaiyang Zhou Chen Huang Chen Change Loy ObjD VLM 25 197 0 22 Mar 2022
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild Xuefeng Du Xin Wang Gabriel Gozum Yixuan Li OODD 43 90 0 08 Mar 2022
Extending One-Stage Detection with Open-World Proposals Sachin Konan Kevin J Liang Li Yin ObjD 26 10 0 07 Jan 2022
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Jenq-Neng Hwang Kai-Wei Chang Jianfeng Gao ObjD VLM 31 1,018 0 07 Dec 2021
Learning to Detect Every Thing in an Open World Kuniaki Saito Ping Hu Trevor Darrell Kate Saenko ObjD VLM 19 45 0 03 Dec 2021
Class-agnostic Object Detection with Multi-modal Transformer Muhammad Maaz H. Rasheed Salman Khan F. Khan Rao Muhammad Anwer Ming Yang 15 91 0 22 Nov 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 252 968 0 13 Dec 2020
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez F. I. F. Richard Yu ObjD 95 544 0 16 Mar 2020
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning Xiaopeng Yan Ziliang Chen Anni Xu Xiaoxi Wang Xiaodan Liang Liang Lin ObjD 160 446 0 28 Sep 2019