Recent Advances in Open Set Recognition: A Survey

21 November 2018

Papers citing "Recent Advances in Open Set Recognition: A Survey"

50 / 275 papers shown

Title
An Adaptable Deep Learning-Based Intrusion Detection System to Zero-Day Attacks Mahdi Soltani Behzad Ousat M. J. Siavoshani A. Jahangir AAML 11 42 0 20 Aug 2021
FSNet: A Failure Detection Framework for Semantic Segmentation Q. Rahman Niko Sünderhauf Peter Corke Feras Dayoub UQCV SSeg 27 20 0 19 Aug 2021
Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose? M. Lennon Nathan G. Drenkow Philippe Burlina AAML 11 8 0 16 Aug 2021
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication Renjie Xie Wei Xu Yanzhi Chen Jiabao Yu A. Hu Derrick Wing Kwan Ng A. L. Swindlehurst 12 72 0 10 Aug 2021
Reconstruction guided Meta-learning for Few Shot Open Set Recognition Sayak Nag Dripta S. Raychaudhuri S. Paul A. Roy-Chowdhury 18 7 0 31 Jul 2021
Bayesian Embeddings for Few-Shot Open World Recognition John Willes James Harrison Ali Harakeh Chelsea Finn Marco Pavone Steven Waslander BDL OffRL 22 18 0 29 Jul 2021
Evaluating the Use of Reconstruction Error for Novelty Localization Patrick Feeney M. C. Hughes 11 3 0 28 Jul 2021
Evidential Deep Learning for Open Set Action Recognition Wentao Bao Qi Yu Yu Kong CML EDL 19 135 0 21 Jul 2021
Adversarial Motorial Prototype Framework for Open Set Recognition Ziheng Xia Penghui Wang Ganggang Dong Hongwei Liu 13 9 0 13 Jul 2021
Valid prediction intervals for regression problems Nicolas Dewolf B. De Baets Willem Waegeman 13 44 0 01 Jul 2021
Learning Bounds for Open-Set Learning Zhen Fang Jie Lu Anjin Liu Feng Liu Guangquan Zhang 18 60 0 30 Jun 2021
Open-Set Representation Learning through Combinatorial Embedding Geeho Kim Junoh Kang Bohyung Han 15 1 0 29 Jun 2021
Non-Exhaustive Learning Using Gaussian Mixture Generative Adversarial Networks Jun Zhuang M. Hasan 9 7 0 28 Jun 2021
SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor Learning Jiayi Ma Yuxin Deng 28 4 0 08 Jun 2021
OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers Kuniaki Saito Donghyun Kim Kate Saenko 34 63 0 28 May 2021
Open-world Machine Learning: Applications, Challenges, and Opportunities Jitendra Parmar S. Chouhan Vaskar Raychoudhury S. Rathore OffRL 16 91 0 27 May 2021
Opening Deep Neural Networks with Generative Models Marcos Vendramini Hugo Oliveira A. Machado J. A. dos Santos VLM 12 7 0 20 May 2021
Segmentation-grounded Scene Graph Generation Siddhesh Khandelwal M. Suhail Leonid Sigal 24 27 0 29 Apr 2021
Conditional Variational Capsule Network for Open Set Recognition Yunrui Guo Guglielmo Camporese Wenjing Yang A. Sperduti Lamberto Ballan BDL 29 40 0 19 Apr 2021
OVANet: One-vs-All Network for Universal Domain Adaptation Kuniaki Saito Kate Saenko 33 141 0 07 Apr 2021
OpenGAN: Open-Set Recognition via Open Data Generation Shu Kong Deva Ramanan 8 212 0 07 Apr 2021
Uncertainty for Identifying Open-Set Errors in Visual Object Detection Dimity Miller Niko Sünderhauf Michael Milford Feras Dayoub EDL 31 48 0 03 Apr 2021
Learning Placeholders for Open-Set Recognition Da-Wei Zhou Han-Jia Ye De-Chuan Zhan VLM 6 194 0 28 Mar 2021
Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition Jaeyeon Jang Chang Ouk Kim 28 2 0 23 Mar 2021
Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning Federico Marmoreo Julio Ivan Davila Carrazco Vittorio Murino Jacopo Cavazza VLM 14 0 0 23 Mar 2021
Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mennatullah Siam Alex Kendall Martin Jägersand VOS VLM 28 20 0 19 Mar 2021
Collective Decision of One-vs-Rest Networks for Open Set Recognition Jaeyeon Jang Chang Ouk Kim 35 25 0 18 Mar 2021
CheXseen: Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays Siyu Shi Ishaan Malhi Ke M. Tran A. Ng Pranav Rajpurkar 11 4 0 08 Mar 2021
Multi-task Learning by Leveraging the Semantic Information Fan Zhou B. Chaib-draa Boyu Wang 35 12 0 03 Mar 2021
Domain Generalization: A Survey Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 75 980 0 03 Mar 2021
Few-shot Open-set Recognition by Transformation Consistency Minki Jeong Seokeon Choi Changick Kim 49 49 0 02 Mar 2021
Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis Mahsa Paknezhad Cuong Phuc Ngo Amadeus Aristo Winarto Alistair Cheong Beh Chuen Yang Wu Jiayang Lee Hwee Kuan OOD AAML 21 9 0 01 Mar 2021
Soccer Event Detection Using Deep Learning Ali Karimi Ramin Toosi M. Akhaee 23 13 0 08 Feb 2021
Model Rectification via Unknown Unknowns Extraction from Deployment Samples B. Abrahao Z. Wang Haider Ahmed Yuchen Zhu 19 0 0 08 Feb 2021
Open-World Semi-Supervised Learning Kaidi Cao Maria Brbic J. Leskovec BDL 18 177 0 06 Feb 2021
A Symmetric Loss Perspective of Reliable Machine Learning Nontawat Charoenphakdee Jongyeong Lee Masashi Sugiyama 21 0 0 05 Jan 2021
Open Set Domain Adaptation by Extreme Value Theory Yiming Xu Diego Klabjan VLM 39 3 0 22 Dec 2020
Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition Eric López-López Carlos V. Regueiro X. M. Pardo CLL 9 19 0 17 Dec 2020
Addressing Visual Search in Open and Closed Set Settings Nathan G. Drenkow Philippe Burlina Neil Fendley Kachi Odoemene Jared Markowitz ObjD 19 0 0 11 Dec 2020
Semi-supervised novelty detection using ensembles with regularized disagreement A. Tifrea E. Stavarache Fanny Yang UQCV 31 6 0 10 Dec 2020
A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels Mohsen Jafarzadeh A. Dhamija Steve Cruz Chunchun Li T. Ahmad Terrance E. Boult VLM OffRL 33 9 0 25 Nov 2020
Automatic Open-World Reliability Assessment Mohsen Jafarzadeh T. Ahmad A. Dhamija Chunchun Li Steve Cruz Terrance E. Boult 26 11 0 11 Nov 2020
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning Shengjie Liu Q. Shi L. Zhang VLM 19 175 0 08 Sep 2020
Learning Adaptive Embedding Considering Incremental Class Yang Yang Zhensheng Sun HengShu Zhu Yanjie Fu Hui Xiong Jian Yang CLL 18 40 0 31 Aug 2020
Deep Learning Based Open Set Acoustic Scene Classification Zuzanna Kwiatkowska Beniamin Kalinowski Michal Kosmider Krzysztof Rykaczewski 19 5 0 17 Aug 2020
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification Yang Yang Zhensheng Sun Hui Xiong Jian Yang 12 23 0 11 Aug 2020
ID-Conditioned Auto-Encoder for Unsupervised Anomaly Detection Slawomir Kapka CML 24 29 0 10 Jul 2020
A Critical Evaluation of Open-World Machine Learning Liwei Song Vikash Sehwag A. Bhagoji Prateek Mittal AAML 24 8 0 08 Jul 2020
Network Embedding with Completely-imbalanced Labels Zheng Wang Xiaojun Ye Chaokun Wang Jian Cui Philip S. Yu 17 54 0 07 Jul 2020
Deep Active Learning via Open Set Recognition J. Mandivarapu Blake Camp Rolando Estrada BDL VLM UQCV EDL DRL 21 8 0 04 Jul 2020