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1707.07418
Cited By
Generative OpenMax for Multi-Class Open Set Classification
24 July 2017
Zongyuan Ge
S. Demyanov
Zetao Chen
R. Garnavi
VLM
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Papers citing
"Generative OpenMax for Multi-Class Open Set Classification"
50 / 182 papers shown
Contrastive Learning for Cross-Domain Open World Recognition
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Francesco Cappio Borlino
S. Bucci
Tatiana Tommasi
SSL
190
3
0
17 Mar 2022
PMAL: Open Set Recognition via Robust Prototype Mining
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jing Lu
Yunxu Xu
Hao Li
Zhanzhan Cheng
Yi Niu
207
68
0
16 Mar 2022
OpenTAL: Towards Open Set Temporal Action Localization
Computer Vision and Pattern Recognition (CVPR), 2022
Wentao Bao
Qi Yu
Yu Kong
EDL
200
35
0
10 Mar 2022
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning
International Journal of Computer Vision (IJCV), 2022
Rui Shao
Pramuditha Perera
Pong C. Yuen
Vishal M. Patel
AAML
190
37
0
12 Feb 2022
Active Learning for Open-set Annotation
Computer Vision and Pattern Recognition (CVPR), 2022
Hai-Jian Ke
Xun Zhao
Yu Li
Sheng-Jun Huang
183
43
0
18 Jan 2022
Generalized Category Discovery
Computer Vision and Pattern Recognition (CVPR), 2022
S. Vaze
Kai Han
Andrea Vedaldi
Andrew Zisserman
360
266
0
07 Jan 2022
A Unified Benchmark for the Unknown Detection Capability of Deep Neural Networks
Jihyo Kim
Jiin Koo
Sangheum Hwang
UQCV
311
23
0
01 Dec 2021
GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification
Asian Conference on Computer Vision (ACCV), 2021
Lizhe Liu
Mingqiang Chen
Xiaohao Chen
Siyu Zhu
Ping Tan
CVBM
187
4
0
22 Nov 2021
Synthetic Unknown Class Learning for Learning Unknowns
Pattern Recognition (Pattern Recogn.), 2021
Jaeyeon Jang
142
4
0
15 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
Shouqing Yang
M. Rohban
Mohammad Sabokrou
OOD
672
223
0
26 Oct 2021
Generalized Out-of-Distribution Detection: A Survey
International Journal of Computer Vision (IJCV), 2021
Jingkang Yang
Kaiyang Zhou
Shouqing Yang
Ziwei Liu
768
1,207
0
21 Oct 2021
Spatial Location Constraint Prototype Loss for Open Set Recognition
Computer Vision and Image Understanding (CVIU), 2021
Ziheng Xia
Ganggang Dong
Penghui Wang
Hongwei Liu
UQCV
BDL
128
30
0
21 Oct 2021
Evaluation of Various Open-Set Medical Imaging Tasks with Deep Neural Networks
Z. Ge
Xin Wang
121
7
0
21 Oct 2021
Open-Set Recognition: a Good Closed-Set Classifier is All You Need?
International Conference on Learning Representations (ICLR), 2021
S. Vaze
Kai Han
Andrea Vedaldi
Andrew Zisserman
BDL
543
541
0
12 Oct 2021
A novel network training approach for open set image recognition
Md Tahmid Hossaina
S. Teng
Guojun Lu
Ferdous Sohel
119
0
0
27 Sep 2021
One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification
Jedrzej Kozerawski
M. Turk
VLM
MQ
130
5
0
14 Sep 2021
A Survey on Open Set Recognition
Atefeh Mahdavi
Marco M. Carvalho
BDL
137
44
0
18 Aug 2021
M2IOSR: Maximal Mutual Information Open Set Recognition
Xin Sun
Henghui Ding
Fangqiu Yi
Guosheng Lin
K. Ling
273
18
0
05 Aug 2021
Reconstruction guided Meta-learning for Few Shot Open Set Recognition
Sayak Nag
Dripta S. Raychaudhuri
S. Paul
Amit K. Roy-Chowdhury
312
10
0
31 Jul 2021
Evidential Deep Learning for Open Set Action Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Wentao Bao
Qi Yu
Yu Kong
CML
EDL
358
184
0
21 Jul 2021
Thinkback: Task-SpecificOut-of-Distribution Detection
Lixuan Yang
Dario Rossi
OODD
82
1
0
13 Jul 2021
Adversarial Motorial Prototype Framework for Open Set Recognition
Ziheng Xia
Penghui Wang
Ganggang Dong
Hongwei Liu
106
9
0
13 Jul 2021
Learning Bounds for Open-Set Learning
International Conference on Machine Learning (ICML), 2021
Zhen Fang
Jie Lu
Anjin Liu
Yifan Zhang
Guangquan Zhang
157
65
0
30 Jun 2021
Non-Exhaustive Learning Using Gaussian Mixture Generative Adversarial Networks
Jun Zhuang
M. Hasan
133
8
0
28 Jun 2021
Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition
International Conference on Artificial Neural Networks (ICANN), 2021
Jingyun Jia
P. Chan
ViT
130
5
0
28 May 2021
Open-world Machine Learning: Applications, Challenges, and Opportunities
ACM Computing Surveys (CSUR), 2021
Jitendra Parmar
S. Chouhan
Vaskar Raychoudhury
S. Rathore
OffRL
324
114
0
27 May 2021
Opening Deep Neural Networks with Generative Models
International Conference on Information Photonics (ICIP), 2021
Marcos Vendramini
Hugo Oliveira
A. Machado
J. A. dos Santos
VLM
132
8
0
20 May 2021
Open-set Recognition based on the Combination of Deep Learning and Ensemble Method for Detecting Unknown Traffic Scenarios
Lakshman Balasubramanian
Friedrich Kruber
M. Botsch
Ke Deng
173
16
0
17 May 2021
Open Set Domain Recognition via Attention-Based GCN and Semantic Matching Optimization
International Conference on Pattern Recognition (ICPR), 2021
Xinxing He
Yuan. Yuan
Zhiyu Jiang
114
4
0
11 May 2021
Conditional Variational Capsule Network for Open Set Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Yunrui Guo
Guglielmo Camporese
Wenjing Yang
A. Sperduti
Lamberto Ballan
BDL
219
54
0
19 Apr 2021
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications
IEEE Transactions on Network and Service Management (TNSM), 2021
Lixuan Yang
A. Finamore
Feng Jun
Dario Rossi
172
58
0
07 Apr 2021
OpenGAN: Open-Set Recognition via Open Data Generation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Shu Kong
Deva Ramanan
409
259
0
07 Apr 2021
Uncertainty for Identifying Open-Set Errors in Visual Object Detection
IEEE Robotics and Automation Letters (RA-L), 2021
Dimity Miller
Niko Sünderhauf
Michael Milford
Feras Dayoub
EDL
183
53
0
03 Apr 2021
Learning Placeholders for Open-Set Recognition
Computer Vision and Pattern Recognition (CVPR), 2021
Da-Wei Zhou
Han-Jia Ye
De-Chuan Zhan
VLM
196
231
0
28 Mar 2021
Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Jaeyeon Jang
Chang Ouk Kim
197
3
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
168
0
0
23 Mar 2021
Collective Decision of One-vs-Rest Networks for Open Set Recognition
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Jaeyeon Jang
Chang Ouk Kim
218
36
0
18 Mar 2021
Towards Open World Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
K. J. Joseph
Salman Khan
Fahad Shahbaz Khan
V. Balasubramanian
ObjD
250
541
0
03 Mar 2021
Few-shot Open-set Recognition by Transformation Consistency
Computer Vision and Pattern Recognition (CVPR), 2021
Minki Jeong
Seokeon Choi
Changick Kim
168
62
0
02 Mar 2021
Adversarial Reciprocal Points Learning for Open Set Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Guangyao Chen
Peixi Peng
Xiangqian Wang
Yonghong Tian
578
388
0
01 Mar 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition
Computer Vision and Pattern Recognition (CVPR), 2021
Zhongqi Yue
Tan Wang
Hanwang Zhang
Qianru Sun
Xiansheng Hua
BDL
422
224
0
01 Mar 2021
Deep Compact Polyhedral Conic Classifier for Open and Closed Set Recognition
Pattern Recognition (Pattern Recogn.), 2021
Hakan Çevikalp
Bedirhan Uzun
Okan Kopuklu
Gurkan Ozturk
134
24
0
24 Feb 2021
Open-World Semi-Supervised Learning
International Conference on Learning Representations (ICLR), 2021
Kaidi Cao
Maria Brbic
J. Leskovec
BDL
362
231
0
06 Feb 2021
One-Class Classification: A Survey
Pramuditha Perera
Poojan Oza
Vishal M. Patel
282
124
0
08 Jan 2021
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Shiyuan Huang
Jiawei Ma
G. Han
Shih-Fu Chang
BDL
271
27
0
24 Dec 2020
Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition
Pattern Recognition (Pattern Recognit.), 2020
Eric López-López
Carlos V. Regueiro
X. M. Pardo
CLL
109
25
0
17 Dec 2020
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference
IEEE Transactions on Image Processing (TIP), 2020
Jiyang Xie
Zhanyu Ma
Jing-Hao Xue
Guoqiang Zhang
Jun Guo
BDL
149
11
0
17 Nov 2020
Learning Open Set Network with Discriminative Reciprocal Points
European Conference on Computer Vision (ECCV), 2020
Guangyao Chen
Limeng Qiao
Yemin Shi
Peixi Peng
Jia Li
Tiejun Huang
Shiliang Pu
Yonghong Tian
UQCV
EDL
233
238
0
31 Oct 2020
Using Unlabeled Data for Increasing Low-Shot Classification Accuracy of Relevant and Open-Set Irrelevant Images
Spiridon Kasapis
Gengning Zhang
J. Smereka
N. Vlahopoulos
BDL
313
1
0
01 Oct 2020
Open-set Adversarial Defense
European Conference on Computer Vision (ECCV), 2020
Rui Shao
Pramuditha Perera
Pong C. Yuen
Vishal M. Patel
AAML
168
35
0
02 Sep 2020
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