A Survey on Open Set Recognition

18 August 2021

Papers citing "A Survey on Open Set Recognition"

20 / 20 papers shown

Title
Resilience to the Flowing Unknown: an Open Set Recognition Framework for Data Streams Marcos Barcina-Blanco J. Lobo Pablo García Bringas Javier Del Ser 37 0 0 31 Oct 2024
Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks Debargha Ganguly Debayan Gupta Vipin Chaudhary GNN 31 1 0 26 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 28 4 0 26 Aug 2024
Comparison of Embedded Spaces for Deep Learning Classification Stefan Scholl 28 0 0 03 Aug 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 38 9 0 31 Jul 2024
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection Atefeh Mahdavi Marco M. Carvalho 19 0 0 09 May 2024
Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey Naveen Karunanayake Ravin Gunawardena Suranga Seneviratne Sanjay Chawla OOD 40 5 0 08 Apr 2024
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems Clara Punzi Roberto Pellungrini Mattia Setzu F. Giannotti D. Pedreschi 25 5 0 09 Feb 2024
Managing the unknown: a survey on Open Set Recognition and tangential areas Marcos Barcina-Blanco J. Lobo Pablo Garcia-Bringas Javier Del Ser VLM 31 2 0 14 Dec 2023
Open-Set Multivariate Time-Series Anomaly Detection Thomas Lai Thi Kieu Khanh Ho Narges Armanfard AI4TS 36 3 0 18 Oct 2023
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection Charles Guille-Escuret Pierre-Andre Noel Ioannis Mitliagkas David Vazquez João Monteiro OOD OODD 27 0 0 22 Aug 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
Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization Masashi Noguchi Shinichi Shirakawa VLM AI4CE 24 5 0 31 Mar 2023
Calibrated Out-of-Distribution Detection with a Generic Representation Tomás Vojír Jan Sochman Rahaf Aljundi Juan E. Sala Matas OODD UQCV 19 6 0 23 Mar 2023
Target Domain Data induces Negative Transfer in Mixed Domain Training with Disjoint Classes Eryk Banatt Vickram Rajendran Liam Packer 25 1 0 02 Mar 2023
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 32 295 0 19 Jun 2022
Confident AI Jim Davis 13 2 0 12 Feb 2022
Unsupervised detection and open-set classification of fast-ramped flexibility activation events Nils Müller C. Heinrich K. Heussen H. Bindner AI4CE 26 3 0 03 Nov 2021
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 185 875 0 21 Oct 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014