Towards Open World Recognition

18 December 2014

Terrance Boult

Papers citing "Towards Open World Recognition"

50 / 299 papers shown

Title
Few-Shot Continual Active Learning by a Robot Ali Ayub C. Fendley CLL 45 29 0 09 Oct 2022
Learning Acceptance Regions for Many Classes with Anomaly Detection Zhou Wang Xingye Qiao 32 0 0 20 Sep 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 46 8 0 12 Sep 2022
Deep Open-Set Recognition for Silicon Wafer Production Monitoring Luca Frittoli Diego Carrera B. Rossi P. Fragneto Giacomo Boracchi BDL 24 19 0 30 Aug 2022
Detecting the unknown in Object Detection Dario Fontanel Matteo Tarantino Fabio Cermelli Barbara Caputo ObjD 22 7 0 24 Aug 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 37 2 0 23 Aug 2022
Open-Vocabulary Universal Image Segmentation with MaskCLIP Zheng Ding Jieke Wang Zhuowen Tu CLIP ISeg VLM 52 86 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 46 18 0 17 Aug 2022
An Efficient Person Clustering Algorithm for Open Checkout-free Groceries Junde Wu Yu Zhang Rao Fu Yuanpei Liu Jing Gao 29 1 0 05 Aug 2022
Measuring Difficulty of Novelty Reaction Ekaterina Nikonova Cheng Xue Vimukthini Pinto C. Gamage Peng Zhang Jochen Renz 14 0 0 28 Jul 2022
Domain Adaptation under Open Set Label Shift Saurabh Garg Sivaraman Balakrishnan Zachary Chase Lipton OOD VLM 27 41 0 26 Jul 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
Difficulty-Aware Simulator for Open Set Recognition WonJun Moon Junho Park Hyun Seok Seong Cheol-Ho Cho Jae-Pil Heo 29 31 0 20 Jul 2022
Contributions of Shape, Texture, and Color in Visual Recognition Yunhao Ge Yao Xiao Zhi-Qin John Xu Xingyu Wang Laurent Itti 3DH 18 26 0 19 Jul 2022
Towards Realistic Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan M. Shah 54 45 0 05 Jul 2022
OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan Salman Khan Fahad Shahbaz Khan M. Shah 47 50 0 05 Jul 2022
Class-Specific Semantic Reconstruction for Open Set Recognition Hongzhi Huang Yu Wang Qinghua Hu Mingg-Ming Cheng BDL 42 58 0 05 Jul 2022
Open-world Semantic Segmentation for LIDAR Point Clouds Jun Cen Peng Yun Shiwei Zhang Junhao Cai Di Luan M. Y. Wang Meilin Liu Mingqian Tang 3DPC 47 29 0 04 Jul 2022
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries Meghna Gummadi Cassandra Kent Jorge Armando Mendez Mendez Eric Eaton CLL 42 9 0 28 Jun 2022
A Dynamic Data Driven Approach for Explainable Scene Understanding Z. Daniels Dimitris N. Metaxas FAtt 25 3 0 18 Jun 2022
Delving into the Openness of CLIP Shuhuai Ren Lei Li Xuancheng Ren Guangxiang Zhao Xu Sun VLM 28 13 0 04 Jun 2022
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing Manuela Geiß R. Wagner Martin Baresch Josef Steiner Michaela Zwick ObjD 24 7 0 01 Jun 2022
Continual Object Detection: A review of definitions, strategies, and challenges Angelo G. Menezes Gustavo de Moura Cézanne Alves André C. P. L. F. de Carvalho ObjD 73 51 0 30 May 2022
Exploring the Open World Using Incremental Extreme Value Machines Tobias Koch Felix Liebezeit Christian Riess Vincent Christlein Thomas Köhler VLM 26 3 0 30 May 2022
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation Hexin Dong Zi Chen Mingze Yuan Yutong Xie Jie Zhao Fei Yu Bin Dong Li Zhang 77 9 0 17 May 2022
Spacing Loss for Discovering Novel Categories K. J. Joseph S. Paul Gaurav Aggarwal Soma Biswas Piyush Rai Kai Han V. Balasubramanian 22 14 0 22 Apr 2022
Out-of-Distribution Detection with Deep Nearest Neighbors Yiyou Sun Yifei Ming Xiaojin Zhu Yixuan Li OODD 19 492 0 13 Apr 2022
Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity Weiyao Wang Matt Feiszli Heng Wang Jitendra Malik Du Tran ISeg 32 48 0 12 Apr 2022
Towards Open-Set Object Detection and Discovery Jiyang Zheng Weihao Li Jie Hong L. Petersson Nick Barnes ObjD 41 61 0 12 Apr 2022
Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing Manuela Geiß Martin Baresch Georgios C. Chasparis Edwin Schweiger Nico Teringl Michaela Zwick 22 3 0 01 Apr 2022
GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and Retrieval Yuxuan Wang Difei Gao Licheng Yu Stan Weixian Lei Matt Feiszli Mike Zheng Shou 17 24 0 01 Apr 2022
Expanding Low-Density Latent Regions for Open-Set Object Detection Jiaming Han Yuqiang Ren Jian Ding Xingjia Pan Ke Yan Guisong Xia ObjD 40 59 0 28 Mar 2022
Incremental Few-Shot Learning via Implanting and Compressing Yiting Li H. Zhu Xijia Feng Zilong Cheng Jun Ma Cheng Xiang P. Vadakkepat T. Lee CLL VLM 35 2 0 19 Mar 2022
Contrastive Learning for Cross-Domain Open World Recognition Francesco Cappio Borlino S. Bucci Tatiana Tommasi SSL 37 3 0 17 Mar 2022
AI Autonomy : Self-Initiated Open-World Continual Learning and Adaptation Bing-Quan Liu Sahisnu Mazumder Eric Robertson Scott Grigsby CLL AI4CE 38 21 0 17 Mar 2022
The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods Thomas G. Dietterich Alexander Guyer 27 38 0 04 Mar 2022
Visual Ground Truth Construction as Faceted Classification Fausto Giunchiglia Mayukh Bagchi Xiaolei Diao 13 5 0 17 Feb 2022
Training OOD Detectors in their Natural Habitats Julian Katz-Samuels Julia B. Nakhleh Robert D. Nowak Yixuan Li OODD 27 90 0 07 Feb 2022
Extending One-Stage Detection with Open-World Proposals Sachin Konan Kevin J. Liang Li Yin ObjD 31 10 0 07 Jan 2022
Towards Unsupervised Open World Semantic Segmentation Svenja Uhlemeyer Matthias Rottmann Hanno Gottschalk 36 18 0 04 Jan 2022
Revisiting Open World Object Detection Xiaowei Zhao Xianglong Liu Yifan Shen Yixuan Qiao Yuqing Ma Duorui Wang 53 49 0 03 Jan 2022
Object Recognition as Classification via Visual Properties Fausto Giunchiglia Mayukh Bagchi 25 6 0 20 Dec 2021
Provable Guarantees for Understanding Out-of-distribution Detection Peyman Morteza Yixuan Li OODD 41 86 0 01 Dec 2021
Understanding Out-of-distribution: A Perspective of Data Dynamics Dyah Adila Dongyeop Kang 40 12 0 29 Nov 2021
Coarse-To-Fine Incremental Few-Shot Learning Xiang Xiang Yuwen Tan Qian Wan Jing Ma CLL 34 12 0 24 Nov 2021
Class-agnostic Object Detection with Multi-modal Transformer Muhammad Maaz H. Rasheed Salman Khan Fahad Shahbaz Khan Rao Muhammad Anwer Ming-Hsuan Yang 23 91 0 22 Nov 2021
Unsupervised detection and open-set classification of fast-ramped flexibility activation events Nils Müller C. Heinrich K. Heussen H. Bindner AI4CE 40 3 0 03 Nov 2021
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges Mohammadreza Salehi Hossein Mirzaei Dan Hendrycks Yixuan Li M. Rohban Mohammad Sabokrou OOD 38 191 0 26 Oct 2021
Self-Initiated Open World Learning for Autonomous AI Agents Bing-Quan Liu Eric Robertson Scott Grigsby Sahisnu Mazumder AI4CE 38 8 0 21 Oct 2021
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 193 881 0 21 Oct 2021