Towards Open World Recognition

18 December 2014

Terrance Boult

Papers citing "Towards Open World Recognition"

50 / 299 papers shown

Title
Model Evaluation for Domain Identification of Unknown Classes in Open-World Recognition: A Proposal Gusti Ahmad Fanshuri Alfarisy O. A. Malik Ong Wee Hong 16 0 0 09 Dec 2023
Low-shot Object Learning with Mutual Exclusivity Bias Anh Thai Ahmad Humayun Stefan Stojanov Zixuan Huang Bikram Boote James M. Rehg 40 2 0 06 Dec 2023
Object Recognition as Next Token Prediction Kaiyu Yue Borchun Chen Jonas Geiping Hengduo Li Tom Goldstein Ser-Nam Lim 45 9 0 04 Dec 2023
Continual Learning: Applications and the Road Forward Eli Verwimp Rahaf Aljundi Shai Ben-David Matthias Bethge Andrea Cossu ... Joost van de Weijer Bing Liu Vincenzo Lomonaco Tinne Tuytelaars Gido M. van de Ven CLL 48 45 0 20 Nov 2023
Open-Set Object Recognition Using Mechanical Properties During Interaction Pakorn Uttayopas Xiaoxiao Cheng Etienne Burdet 34 1 0 02 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 40 16 0 30 Oct 2023
Multi-label Open-set Audio Classification Sripathi Sridhar Mark Cartwright VLM 40 3 0 20 Oct 2023
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection Yi Dai Hao Lang Kaisheng Zeng Fei Huang Yongbin Li OODD 31 11 0 12 Oct 2023
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation Meghna Gummadi Cassandra Kent Karl Schmeckpeper Eric Eaton UQCV 37 1 0 04 Oct 2023
3D Indoor Instance Segmentation in an Open-World Mohamed El Amine Boudjoghra Salwa K. Al Khatib Jean Lahoud Hisham Cholakkal Rao Muhammad Anwer Salman Khan Fahad Khan 3DV ISeg 11 6 0 25 Sep 2023
Meta OOD Learning for Continuously Adaptive OOD Detection Xinheng Wu Jie Lu Zhen Fang Guangquan Zhang OODD 50 6 0 21 Sep 2023
Leveraging Foundation models for Unsupervised Audio-Visual Segmentation Swapnil Bhosale Haosen Yang Diptesh Kanojia Xiatian Zhu VOS 47 5 0 13 Sep 2023
SOAR: Scene-debiasing Open-set Action Recognition Yuanhao Zhai Ziyi Liu Zhenyu Wu Yi Wu Chunluan Zhou David Doermann Junsong Yuan Gang Hua 24 11 0 03 Sep 2023
Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery Qiang Li Qiuyang Ma Weizhi Nie Anan Liu OffRL 46 0 0 26 Aug 2023
LORD: Leveraging Open-Set Recognition with Unknown Data Tobias Koch Christian Riess Thomas Köhler 31 2 0 24 Aug 2023
From Global to Local: Multi-scale Out-of-distribution Detection Ji Zhang Lianli Gao Bingguang Hao Hao Huang Jingkuan Song H. Shen OODD 36 16 0 20 Aug 2023
OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Fulin Gao Weimin Zhong Zhixing Cao Xin Peng Zhi Li 18 1 0 14 Aug 2023
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation Kaixin Cai Pengzhen Ren Yi Zhu Hang Xu Jian-zhuo Liu Changlin Li Guangrun Wang Xiaodan Liang VLM 29 14 0 09 Aug 2023
Exploring Transformers for Open-world Instance Segmentation Jiannan Wu Yi Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 33 5 0 08 Aug 2023
Random Boxes Are Open-world Object Detectors Yanghao Wang Zhongqi Yue Xiansheng Hua Hanwang Zhang ObjD 34 17 0 17 Jul 2023
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning Qin Zhang Linghan Xu Qingming Tang Jun Fang Yingqi Wu Joseph Tighe Yifan Xing 27 4 0 08 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 47 137 0 28 Jun 2023
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection T. Doan Xin Li Sima Behpour Wenbin He Liangke Gou Liu Ren 36 7 0 25 Jun 2023
Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection Marc Lafon Elias Ramzi Clément Rambour Nicolas Thome OODD 40 10 0 26 May 2023
WOT-Class: Weakly Supervised Open-world Text Classification Tianle Wang Zihan Wang Weitang Liu Jingbo Shang VLM 38 5 0 21 May 2023
Artificial intelligence to advance Earth observation: a perspective D. Tuia Konrad Schindler Begüm Demir Gustau Camps-Valls Xiao Xiang Zhu ... Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider 36 10 0 15 May 2023
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous Driving Ning Ding Ce Zhang A. Eskandarian 46 10 0 11 May 2023
Egocentric Hierarchical Visual Semantics L. Erculiani A. Bontempelli Andrea Passerini Fausto Giunchiglia OCL 29 2 0 09 May 2023
A Survey on Out-of-Distribution Detection in NLP Hao Lang Yinhe Zheng Yixuan Li Jian Sun Feiling Huang Yongbin Li 34 20 0 05 May 2023
Visual Reasoning: from State to Transformation Xin Hong Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng LRM 27 4 0 02 May 2023
Detecting Novelties with Empty Classes Svenja Uhlemeyer Julian Lienen Eyke Hüllermeier Hanno Gottschalk 29 1 0 30 Apr 2023
Incremental Generalized Category Discovery Bingchen Zhao Oisin Mac Aodha CLL 55 12 0 27 Apr 2023
Glocal Energy-based Learning for Few-Shot Open-Set Recognition Haoyu Wang Guansong Pang Peng Wang Lei Zhang Wei Wei Yanning Zhang 27 12 0 24 Apr 2023
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning Gyuhak Kim Changnan Xiao Tatsuya Konishi Zixuan Ke Bin Liu CLL OODD 37 12 0 20 Apr 2023
OVTrack: Open-Vocabulary Multiple Object Tracking Siyuan Li Tobias Fischer Lei Ke Henghui Ding Martin Danelljan Feng Yu DiffM 34 44 0 17 Apr 2023
AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Giacomo Zara Subhankar Roy Paolo Rota Elisa Ricci VLM 21 13 0 03 Apr 2023
What Can Human Sketches Do for Object Detection? Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song ObjD 34 32 0 27 Mar 2023
AUTO: Adaptive Outlier Optimization for Test-Time OOD Detection Puning Yang Jian Liang Jie Cao Ran He 41 12 0 22 Mar 2023
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning Sungnyun Kim Sangmin Bae Se-Young Yun 22 9 0 20 Mar 2023
Open World Classification with Adaptive Negative Samples Ke Bai Guoyin Wang Jiwei Li Sunghyun Park Sungjin Lee Puyang Xu Ricardo Henao Lawrence Carin VLM 34 5 0 09 Mar 2023
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision Tarun Kalluri Weiyao Wang Heng Wang Manmohan Chandraker Lorenzo Torresani Du Tran 28 6 0 09 Mar 2023
Non-Parametric Outlier Synthesis Leitian Tao Xuefeng Du Xiaojin Zhu Yixuan Li OODD 33 98 0 06 Mar 2023
Zero-Knowledge Zero-Shot Learning for Novel Visual Category Discovery Zhaonan Li Hongfu Liu VLM 11 3 0 09 Feb 2023
Vocabulary-informed Zero-shot and Open-set Learning Yanwei Fu Xiaomei Wang Hanze Dong Yu-Gang Jiang Meng Wang Xiangyang Xue Leonid Sigal VLM 29 18 0 03 Jan 2023
Boosting Out-of-Distribution Detection with Multiple Pre-trained Models Feng Xue Zi He Chuanlong Xie Falong Tan Zhenguo Li OODD 45 7 0 24 Dec 2022
Open World DETR: Transformer based Open World Object Detection Na Dong Yongqiang Zhang Mingli Ding G. Lee 27 10 0 06 Dec 2022
Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning Zhongxiang Zhou Yifei Yang Yue Wang R. Xiong ObjD 21 13 0 21 Nov 2022
MetaMax: Improved Open-Set Deep Neural Networks via Weibull Calibration Zongyao Lyu Nolan B. Gutierrez William J. Beksi BDL 19 2 0 20 Nov 2022
Learning to Discover and Detect Objects V. Fomenko Ismail Elezi Deva Ramanan Laura Leal-Taixé Aljosa Osep ObjD 33 10 0 19 Oct 2022
Large-Scale Open-Set Classification Protocols for ImageNet Jesus Andres Palechor Anacona Annesha Bhoumik Manuel Günther 45 7 0 13 Oct 2022