End-to-end Generative Zero-shot Learning via Few-shot Learning

End-to-end Generative Zero-shot Learning via Few-shot Learning

8 February 2021

Georgios Chochlakis

Efthymios Georgiou

Alexandros Potamianos

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Papers citing "End-to-end Generative Zero-shot Learning via Few-shot Learning"

19 / 19 papers shown

Title
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 79 128 0 01 Apr 2020
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 93 127 0 13 Sep 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 117 362 0 03 Aug 2019
Leveraging the Invariant Side of Generative Zero-Shot Learning Jingjing Li Mengmeng Jing Ke Lu Zhengming Ding Lei Zhu Zi Huang VLM GAN 39 305 0 08 Apr 2019
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 101 222 0 12 Nov 2018
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 89 934 0 04 Dec 2017
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 102 2,713 0 14 Nov 2017
Data Augmentation Generative Adversarial Networks Antreas Antoniou Amos Storkey Harrison Edwards MedIm GAN 149 1,074 0 12 Nov 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 174 1,572 0 03 Jul 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 114 827 0 26 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,568 0 31 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 187 4,829 0 26 Jan 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 459 3,215 0 30 Oct 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 380 7,343 0 13 Jun 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 136 738 0 02 Mar 2016
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 355 18,661 0 06 Feb 2015
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 97 1,020 0 30 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 484 16,922 0 20 Dec 2013
Zero-Shot Learning by Convex Combination of Semantic Embeddings Mohammad Norouzi Tomas Mikolov Samy Bengio Y. Singer Jonathon Shlens Andrea Frome G. Corrado J. Dean VLM 110 941 0 19 Dec 2013