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Keyword

unseen classes

Description: Categories absent from a model's labeled training examples, especially in machine learning tasks involving zero-shot or open-set generalization.
OpenAlex ID: keywords/unseen-classes
Recent Advances in Open Set Recognition: A Survey
2020 · Chuanxing Geng, Sheng-Jun Huang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,025
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Semantic Autoencoder for Zero-Shot Learning
2017 · Elyor Kodirov, Tao Xiang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 962
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Learn++: an incremental learning algorithm for supervised neural networks
2001 · R. Polikar, L. Upda, et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 886
One-Shot Learning for Semantic Segmentation
2017 · Amirreza Shaban, Shray Bansal, et al. · British Machine Vision Conference (BMVC) · 847
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Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders
2019 · Edgar Schönfeld, Sayna Ebrahimi, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 742
Prior Guided Feature Enrichment Network for Few-Shot Segmentation
2020 · Zhuotao Tian, Hengshuang Zhao, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 685
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Zero-Shot Learning via Semantic Similarity Embedding
2015 · Ziming Zhang, Venkatesh Saligrama · IEEE International Conference on Computer Vision (ICCV) · 629
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Cross Attention Network for Few-shot Classification
2019 · Hou, Ruibing, Chang, Hong, et al. · arXiv (Cornell University) · 551
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A Survey of Zero-Shot Learning
2019 · Wei Wang, Vincent W. Zheng, et al. · ACM Transactions on Intelligent Systems and Technology · 527
Probabilistic Linear Discriminant Analysis
2006 · Sergey Ioffe · Lecture notes in computer science · 498
Generalized Zero-Shot Learning via Synthesized Examples
2018 · Vinay Kumar Verma, Gundeep Arora, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 497
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A Review of Generalized Zero-Shot Learning Methods
2022 · Farhad Pourpanah, Moloud Abdar, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 483
Deep Few-Shot Learning for Hyperspectral Image Classification
2018 · Bing Liu, Xuchu Yu, et al. · IEEE Transactions on Geoscience and Remote Sensing · 456
Multi-scale Positive Sample Refinement for Few-Shot Object Detection
2020 · Jiaxi Wu, Songtao Liu, et al. · Lecture notes in computer science · 390
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Zero-Shot Learning via Joint Latent Similarity Embedding
2016 · Ziming Zhang, Venkatesh Saligrama · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 339
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The Extreme Value Machine
2017 · Ethan M. Rudd, Lalit P. Jain, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 337
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A Generative Model for Zero Shot Learning Using Conditional Variational Autoencoders
2018 · Ashish Mishra, Shiva Krishna Reddy, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 330
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Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks
2018 · Long Chen, Hanwang Zhang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 320
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Decoupling Zero-Shot Semantic Segmentation
2022 · Jian Ding, Nan Xue, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 311
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Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification
2021 · Zhaokui Li, Ming Liu, et al. · IEEE Transactions on Geoscience and Remote Sensing · 304
Multi-Scale Metric Learning for Few-Shot Learning
2020 · Wen Jiang, Kai Huang, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 301
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention
2020 · Dat Huynh, Ehsan Elhamifar · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 266
Zero Shot Recognition with Unreliable Attributes
2014 · Jayaraman, Dinesh, Grauman, Kristen · arXiv (Cornell University) · 236
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Zero-shot object recognition by semantic manifold distance
2015 · Zhenyong Fu, Tao A Xiang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 217
A Simple Exponential Family Framework for Zero-Shot Learning
2017 · Vinay Kumar Verma, Piyush Rai · Lecture notes in computer science · 208
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Works count: 883
Citation count: 24,740
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