f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

25 March 2019

Bernt Schiele

Papers citing "f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning"

46 / 46 papers shown

Title
GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder Shiming Chen Dingjie Fu Salman Khan Fahad Shahbaz Khan VLM 88 0 0 17 May 2025
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 108 139 0 16 Aug 2020
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 56 353 0 01 Aug 2018
Transductive Unbiased Embedding for Zero-Shot Learning Mingli Song Chengchao Shen Yezhou Yang Yang Liu Xiuming Zhang 60 197 0 30 Mar 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 147 589 0 21 Mar 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 155 4,437 0 16 Feb 2018
Low-Shot Learning from Imaginary Data Yu-Xiong Wang Ross B. Girshick M. Hebert Bharath Hariharan VLM 94 677 0 16 Jan 2018
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 57 452 0 11 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 80 386 0 04 Dec 2017
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 62 933 0 04 Dec 2017
Generating Visual Representations for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 68 152 0 23 Aug 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay Kumar Verma Piyush Rai VLM 75 196 0 25 Jul 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 139 1,566 0 03 Jul 2017
Few-Shot Image Recognition by Predicting Parameters from Activations Siyuan Qiao Chenxi Liu Wei Shen Alan Yuille VLM 65 5 0 12 Jun 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 86 826 0 26 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 197 9,545 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 115 5,554 0 30 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 293 8,129 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 813 11,894 0 09 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 166 4,824 0 26 Jan 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 79 2,105 0 17 Jan 2017
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 112 705 0 15 Nov 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 240 10,686 0 15 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 604 29,032 0 09 Sep 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 361 7,319 0 13 Jun 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 201 3,144 0 17 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 199 841 0 17 May 2016
Semi-supervised Vocabulary-informed Learning Yanwei Fu Leonid Sigal VLM 67 132 0 24 Apr 2016
Generating Visual Explanations Lisa Anne Hendricks Zeynep Akata Marcus Rohrbach Jeff Donahue Bernt Schiele Trevor Darrell VLM FAtt 81 618 0 28 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 110 738 0 02 Mar 2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks Alexey Dosovitskiy Thomas Brox DRL GAN 89 1,140 0 08 Feb 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 165 2,068 0 31 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 248 14,005 0 19 Nov 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 58 617 0 15 Sep 2015
Inverting Visual Representations with Convolutional Networks Alexey Dosovitskiy Thomas Brox SSL FAtt 61 665 0 09 Jun 2015
Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions Jimmy Ba Kevin Swersky Sanja Fidler Ruslan Salakhutdinov VLM 70 438 0 01 Jun 2015
Label-Embedding for Image Classification Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid VLM 68 779 0 30 Mar 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 98 847 0 10 Feb 2015
Transductive Multi-view Zero-Shot Learning Yanwei Fu Timothy M. Hospedales Tao Xiang S. Gong 81 456 0 19 Jan 2015
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 111 1,963 0 26 Nov 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 258 10,407 0 06 Nov 2014
Zero Shot Recognition with Unreliable Attributes Dinesh Jayaraman Kristen Grauman VLM 57 293 0 15 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 441 16,940 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 92 939 0 19 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 382 33,520 0 16 Oct 2013
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 231 2,357 0 15 May 2008