Towards Open World Object Detection

3 March 2021

Salman Khan

Papers citing "Towards Open World Object Detection"

50 / 72 papers shown

Title
OpenAVS: Training-Free Open-Vocabulary Audio Visual Segmentation with Foundational Models Shengkai Chen Yifang Yin Jinming Cao Shili Xiang Zhenguang Liu Roger Zimmermann VOS VLM 48 0 0 30 Apr 2025
EffOWT: Transfer Visual Language Models to Open-World Tracking Efficiently and Effectively Bingyang Wang Kaer Huang Bin Li Yiqiang Yan L. Zhang Huchuan Lu You He VLM 37 0 0 07 Apr 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 77 0 0 18 Feb 2025
Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Qirui Wu Shizhou Zhang De-Chun Cheng Yinghui Xing Di Xu Peng Wang Yanning Zhang ObjD 61 0 0 08 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
From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel Objects Zizhao Li Zhengkang Xiang Joseph West Kourosh Khoshelham ObjD VLM 94 1 0 27 Nov 2024
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data Aitor Martinez-Seras Javier Del Ser Alain Andres Pablo García Bringas Pablo Garcia-Bringas OODD 42 0 0 07 Nov 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 140 0 0 24 Sep 2024
Can OOD Object Detectors Learn from Foundation Models? Jiahui Liu Xin Wen Shizhen Zhao Y. Chen Xiaojuan Qi OODD 38 2 0 08 Sep 2024
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung VLM 36 3 0 03 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 23 2 0 22 Jul 2024
A New Lightweight Hybrid Graph Convolutional Neural Network -- CNN Scheme for Scene Classification using Object Detection Inference Ayman Beghdadi Azeddine Beghdadi M. Ullah F. A. Cheikh Malik Mallem 24 1 0 19 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 31 0 0 25 Jun 2024
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection Jia Syuen Lim Zhuoxiao Chen Mahsa Baktashmotlagh Zhi Chen Xin Yu Zi Huang Yadan Luo VLM ObjD 80 1 0 21 Jun 2024
Hybrid-Parallel: Achieving High Performance and Energy Efficient Distributed Inference on Robots Zekai Sun Xiuxian Guan Junming Wang Haoze Song Yuhao Qing Tianxiang Shen Dong Huang Fangming Liu Heming Cui 32 0 0 29 May 2024
YOLOOC: YOLO-based Open-Class Incremental Object Detection with Novel Class Discovery Qian Wan Xiang Xiang Qinhao Zhou ObjD 33 0 0 30 Mar 2024
UFO: Unidentified Foreground Object Detection in 3D Point Cloud Hyunjun Choi Hawook Jeong Jin Young Choi 3DPC 16 1 0 08 Jan 2024
RCA-NOC: Relative Contrastive Alignment for Novel Object Captioning Jiashuo Fan Yaoyuan Liang Leyao Liu Shao-Lun Huang Lei Zhang 30 2 0 11 Dec 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 37 3 0 27 Nov 2023
torchosr -- a PyTorch extension package for Open Set Recognition models evaluation in Python Joanna Komorniczak Pawel Ksieniewicz 3DV 8 3 0 16 May 2023
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous Driving Ning Ding Ce Zhang A. Eskandarian 33 10 0 11 May 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 41 91 0 20 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
Detecting the open-world objects with the help of the Brain Shuailei Ma Yuefeng Wang Ying-yu Wei Peihao Chen Zhixiang Ye Jiaqi Fan Enming Zhang Thomas H. Li VLM ObjD 16 2 0 21 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 81 25 0 02 Mar 2023
Towards Continual Egocentric Activity Recognition: A Multi-modal Egocentric Activity Dataset for Continual Learning Linfeng Xu Qingbo Wu Lili Pan Fanman Meng Hongliang Li Chiyuan He Hanxin Wang Shaoxu Cheng Yunshu Dai EgoV HAI 25 23 0 26 Jan 2023
Skew Class-balanced Re-weighting for Unbiased Scene Graph Generation Haeyong Kang Chang-Dong Yoo 30 6 0 01 Jan 2023
EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries Jinjie Mai Abdullah Hamdi Silvio Giancola Chen Zhao Bernard Ghanem EgoV 25 14 0 14 Dec 2022
Open World DETR: Transformer based Open World Object Detection Na Dong Yongqiang Zhang Mingli Ding G. Lee 14 10 0 06 Dec 2022
CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Thanh-Dat Truong Pierce Helton A. Moustafa J. Cothren Khoa Luu CLL 47 7 0 01 Dec 2022
Towards Generalized Few-Shot Open-Set Object Detection Binyi Su Hua Zhang Jingzhi Li Zhongjun Zhou 43 9 0 28 Oct 2022
Learning to Discover and Detect Objects V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 31 10 0 19 Oct 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Marco Toldo Umberto Michieli Pietro Zanuttigh CLL VLM 33 5 0 13 Oct 2022
Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Tobias Kalb Björn Mauthe Jürgen Beyerer CLL 21 10 0 20 Sep 2022
Zero-shot Active Visual Search (ZAVIS): Intelligent Object Search for Robotic Assistants Jeongeun Park Taerim Yoon Jejoon Hong Youngjae Yu Matthew K. X. J. Pan Sungjoon Choi 38 13 0 19 Sep 2022
Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss Yannik Blei Nicolas Jourdan Nils Gählert OODD 14 3 0 01 Sep 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 19 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 21 4 0 18 Aug 2022
Open Long-Tailed Recognition in a Dynamic World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu VLM 31 18 0 17 Aug 2022
UC-OWOD: Unknown-Classified Open World Object Detection Zhi-zong Wu Yue Lu Xingyu Chen Zhengxing Wu Liwen Kang Junzhi Yu 17 55 0 23 Jul 2022
Rectifying Open-set Object Detection: A Taxonomy, Practical Applications, and Proper Evaluation Yusuke Hosoya Masanori Suganuma Takayuki Okatani ObjD 22 2 0 20 Jul 2022
Contributions of Shape, Texture, and Color in Visual Recognition Yunhao Ge Yao Xiao Zhi-Qin John Xu X. Wang Laurent Itti 3DH 16 26 0 19 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 25 151 0 07 Jul 2022
Dual Decision Improves Open-Set Panoptic Segmentation Hainan Xu Hao Chen Lingqiao Liu Yufei Yin VLM 21 6 0 06 Jul 2022
Towards Realistic Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan M. Shah 47 44 0 05 Jul 2022
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields Mingtong Zhang Shuhong Zheng Zhipeng Bao M. Hebert Yu-xiong Wang 19 12 0 09 Jun 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation Tao Feng Mang Wang Hangjie Yuan ObjD CLL 18 84 0 05 Apr 2022
Re-examining Distillation For Continual Object Detection Eli Verwimp Kuo Yang Sarah Parisot Hong Lanqing Steven G. McDonagh Eduardo Pérez-Pellitero Matthias De Lange Tinne Tuytelaars VLM 17 6 0 04 Apr 2022
Energy-based Latent Aligner for Incremental Learning K. J. Joseph Salman Khan F. Khan Rao Muhammad Anwer V. Balasubramanian CLL 30 46 0 28 Mar 2022