Towards Open World Recognition

18 December 2014

Terrance Boult

Papers citing "Towards Open World Recognition"

50 / 299 papers shown

Title
Zero-Shot 4D Lidar Panoptic Segmentation Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 55 1 0 01 Apr 2025
On Large Multimodal Models as Open-World Image Classifiers Alessandro Conti Massimiliano Mancini Enrico Fini Yiming Wang Paolo Rota Elisa Ricci VLM Presented at ResearchTrend Connect \| VLM on 07 May 2025 101 0 0 27 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 69 0 0 18 Mar 2025
Federated Continual Instruction Tuning Haiyang Guo Fanhu Zeng Fei Zhu Wenzhuo Liu Da-Han Wang Jian Xu Xu-Yao Zhang Cheng-Lin Liu CLL FedML 70 1 0 17 Mar 2025
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models Nadarasar Bahavan Sachith Seneviratne Saman K. Halgamuge BDL 50 0 0 11 Mar 2025
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data Heng Chang Xiangkun Wang Xin Yang Marcello Bonsangue Jingyang Zhang Tianrui Li CLL VLM 61 0 0 28 Feb 2025
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer Yujie Li Guannan Lai Xin Yang Heng Chang Marcello Bonsangue Tianrui Li CLL VLM 89 0 0 27 Feb 2025
Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach Chen-Chen Zong Sheng-Jun Huang EDL 92 0 0 27 Feb 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 79 0 0 18 Feb 2025
Evolution and The Knightian Blindspot of Machine Learning Joel Lehman Elliot Meyerson Tarek El-Gaaly Kenneth O. Stanley Tarin Ziyaee 102 2 0 22 Jan 2025
Human Activity Recognition in an Open World D. Prijatelj Samuel Grieggs Jin Huang Dawei Du Ameya Shringi Christopher Funk Adam Kaufman Eric Robertson Walter J. Scheirer University of Notre Dame 80 3 0 17 Jan 2025
Identifying Information from Observations with Uncertainty and Novelty D. Prijatelj Timothy J. Ireland Walter J. Scheirer 59 0 0 16 Jan 2025
Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models Y. Ranasinghe Vibashan Vs James Uplinger C. D. Melo Vishal M. Patel 47 0 0 13 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 74 0 0 31 Dec 2024
Psych-Occlusion: Using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and Rescue Arturo Miguel Russell Bernal J. Cleland-Huang Walter J. Scheirer 72 0 0 07 Dec 2024
Deep Active Learning in the Open World Tian Xie Jifan Zhang Haoyue Bai R. Nowak VLM 229 1 0 10 Nov 2024
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 50 0 0 15 Oct 2024
Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision Shengcao Cao Liang-Yan Gui Yu-Xiong Wang 52 3 0 10 Oct 2024
O1O: Grouping of Known Classes to Identify Unknown Objects as Odd-One-Out Mısra Yavuz Fatma Guney 28 0 0 10 Oct 2024
An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes Jiayu Hu Senlin Shu Beibei Li Tao Xiang Zhongshi He 26 0 0 29 Sep 2024
DOTA: Distributional Test-Time Adaptation of Vision-Language Models Zongbo Han Jialong Yang Junfan Li Qinghua Hu Qianli Xu Mike Zheng Shou Changqing Zhang TTA VLM 54 2 0 28 Sep 2024
Open-World Test-Time Training: Self-Training with Contrast Learning Houcheng Su Mengzhu Wang Jiao Li Bingli Wang Daixian Liu Zeheng Wang VLM 31 0 0 15 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 46 4 0 26 Aug 2024
Universal Novelty Detection Through Adaptive Contrastive Learning Hossein Mirzaei Mojtaba Nafez Mohammad Jafari Mohammad Bagher Soltani Mohammad Azizmalayeri Jafar Habibi Mohammad Sabokrou M. Rohban 32 4 0 20 Aug 2024
Open Set Recognition for Random Forest Guanchao Feng Dhruv Desai Stefano Pasquali Dhagash Mehta BDL 32 4 0 01 Aug 2024
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions Kai-Chun Liu Zhihang Fu Chao Chen Sheng Jin Ze Chen Mingyuan Tao Rongxin Jiang Jieping Ye VLM OODD 70 4 0 23 Jul 2024
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution Kai-Chun Liu Zhihang Fu Sheng Jin Chao Chen Ze Chen Rongxin Jiang Fan Zhou Yao-Shen Chen Jieping Ye OODD 52 0 0 23 Jul 2024
Introducing Ínside' Out of Distribution Teddy Lazebnik 36 1 0 05 Jul 2024
Cross-domain Open-world Discovery Shuo Wen Maria Brbic OOD 65 3 0 17 Jun 2024
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection Atefeh Mahdavi Marco M. Carvalho 21 0 0 09 May 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation Shengcao Cao Jiuxiang Gu Jason Kuen Hao Tan Ruiyi Zhang Handong Zhao A. Nenkova Liangyan Gui Tong Sun Yu Wang VLM OCL 51 3 0 18 Apr 2024
Prompt-Driven Feature Diffusion for Open-World Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo DiffM 36 0 0 17 Apr 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation Jinfeng Xu Siyuan Yang Xianzhi Li Yuan Tang Yixue Hao Long Hu Min Chen 3DPC 3DV 35 2 0 01 Apr 2024
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance G. Nam Byeongho Heo Juho Lee VLM 47 6 0 01 Apr 2024
Continual Learning for Autonomous Robots: A Prototype-based Approach Elvin Hajizada Balachandran Swaminathan Yulia Sandamirskaya CLL 36 1 0 30 Mar 2024
Hyperbolic Metric Learning for Visual Outlier Detection Alvaro Gonzalez-Jimenez Simone Lionetti Dena Bazazian Philippe Gottfrois Fabian Gröger Marc Pouly Alexander A. Navarini 64 1 0 22 Mar 2024
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection Yu Chen Liyan Ma Liping Jing Jian-hong Yu 40 1 0 05 Mar 2024
Debiased Novel Category Discovering and Localization Juexiao Feng Yuhong Yang Yanchun Xie Yaqian Li Yandong Guo Yuchen Guo Yuwei He Liuyu Xiang Guiguang Ding ObjD 22 4 0 29 Feb 2024
PANDAS: Prototype-based Novel Class Discovery and Detection Tyler L. Hayes César R. de Souza Namil Kim Jiwon Kim Riccardo Volpi Diane Larlus ObjD 47 2 0 27 Feb 2024
Taking Class Imbalance Into Account in Open Set Recognition Evaluation Joanna Komorniczak Pawel Ksieniewicz 25 1 0 09 Feb 2024
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap Christopher Liao Christian So Theodoros Tsiligkaridis Brian Kulis 41 0 0 06 Feb 2024
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework Xiang Zhang Jingyang Huang Huan Yan Peng Zhao Guohang Zhuang Zhi Liu Bin Liu EDL 44 1 0 01 Feb 2024
Open-Set Facial Expression Recognition Yuhang Zhang Yue Yao Xuannan Liu Lixiong Qin Wenjing Wang Weihong Deng CVBM 27 3 0 23 Jan 2024
Towards Open-World Gesture Recognition Junxiao Shen Matthias De Lange X. Xu Enmin Zhou Ran Tan Naveen Suda Maciej Lazarewicz Per Ola Kristensson Amy Karlson Evan Strasnick 20 3 0 20 Jan 2024
3D Open-Vocabulary Panoptic Segmentation with 2D-3D Vision-Language Distillation Zihao Xiao Longlong Jing Shangxuan Wu Alex Zihao Zhu Jingwei Ji ... Thomas Funkhouser Weicheng Kuo A. Angelova Yin Zhou Shiwei Sheng VLM 38 5 0 04 Jan 2024
Structure and Optimization of Parameters for Neural Network Controllers in Automatic Control Systems S. Feofilov D. Khapkin A. Kozyr E. Heiss Andrey Efromeev 22 0 0 27 Dec 2023
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 39 3 0 25 Dec 2023
Learning to Prompt Knowledge Transfer for Open-World Continual Learning Yujie Li Xin Yang Hao Wang Xiangkun Wang Tianrui Li VLM CLL 25 13 0 22 Dec 2023
Learning Object State Changes in Videos: An Open-World Perspective Zihui Xue Kumar Ashutosh Kristen Grauman VGen 41 18 0 19 Dec 2023
Managing the unknown: a survey on Open Set Recognition and tangential areas Marcos Barcina-Blanco J. Lobo Pablo Garcia-Bringas Javier Del Ser VLM 42 2 0 14 Dec 2023