Open-set Recognition via Augmentation-based Similarity Learning

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Open-set Recognition via Augmentation-based Similarity Learning

24 March 2022

Sepideh Esmaeilpour

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Papers citing "Open-set Recognition via Augmentation-based Similarity Learning"

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Title
Adversarial Reciprocal Points Learning for Open Set Recognition Guangyao Chen Peixi Peng Xiangqian Wang Yonghong Tian 114 293 0 01 Mar 2021
Contrastive Training for Improved Out-of-Distribution Detection Jim Winkens Rudy Bunel Abhijit Guha Roy Robert Stanforth Vivek Natarajan ... Alan Karthikesalingam Simon A. A. Kohl taylan. cemgil S. M. Ali Eslami Olaf Ronneberger OODD 132 241 0 10 Jul 2020
Classification-Based Anomaly Detection for General Data Liron Bergman Yedid Hoshen 49 351 0 05 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 151 4,547 0 23 Apr 2020
Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data Yen-Chang Hsu Yilin Shen Hongxia Jin Z. Kira OODD 98 573 0 26 Feb 2020
Automatically Discovering and Learning New Visual Categories with Ranking Statistics Kai Han Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Andrea Vedaldi Andrew Zisserman SSL 54 183 0 13 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 372 18,778 0 13 Feb 2020
Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty Dan Hendrycks Mantas Mazeika Saurav Kadavath Basel Alomair OOD SSL 56 945 0 28 Jun 2019
C2AE: Class Conditioned Auto-Encoder for Open-set Recognition Poojan Oza Vishal M. Patel 117 322 0 02 Apr 2019
OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations Pramuditha Perera Ramesh Nallapati Bing Xiang 118 526 0 20 Mar 2019
Multi-class Classification without Multi-class Labels Yen-Chang Hsu Zhaoyang Lv Joel Schlosser Phillip Odom Z. Kira 85 168 0 02 Jan 2019
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 258 3,290 0 21 Mar 2018
DOC: Deep Open Classification of Text Documents Lei Shu Hu Xu Bing-Quan Liu VLM 45 302 0 25 Sep 2017
Generative OpenMax for Multi-Class Open Set Classification Zongyuan Ge S. Demyanov Zetao Chen R. Garnavi VLM 62 384 0 24 Jul 2017
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks Shiyu Liang Yixuan Li R. Srikant UQCV OODD 168 2,072 0 08 Jun 2017
Towards Open Set Deep Networks Abhijit Bendale Terrance Boult BDL EDL 104 1,427 0 19 Nov 2015