Feature Generating Networks for Zero-Shot Learning

4 December 2017

Bernt Schiele

Papers citing "Feature Generating Networks for Zero-Shot Learning"

32 / 132 papers shown

Title
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos Kranti K. Parida Neeraj Matiyali T. Guha Gaurav Sharma VLM 32 41 0 19 Oct 2019
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language Zhi Chen Jingjing Li Yadan Luo Zi Huang Yang Yang GAN 23 41 0 21 Sep 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 68 125 0 13 Sep 2019
A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification Zhong Ji Xuejie Yu YunLong Yu Yanwei Pang Zhongfei Zhang VLM 27 2 0 26 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 21 174 0 16 Aug 2019
Domain-Specific Embedding Network for Zero-Shot Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 35 21 0 12 Aug 2019
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning Jiancheng Ni Shanghang Zhang Haiyong Xie GAN 23 76 0 12 Jul 2019
KG-GAN: Knowledge-Guided Generative Adversarial Networks Che-Han Chang Chun-Hsien Yu Szu-Ying Chen Edward Y. Chang GAN 32 8 0 29 May 2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning Senthil Purushwalkam Maximilian Nickel Abhinav Gupta MarcÁurelio Ranzato 35 170 0 15 May 2019
Deep Zero-Shot Learning for Scene Sketch Yao Xie Peng Xu Zhanyu Ma VLM 25 12 0 11 May 2019
Appearance and Pose-Conditioned Human Image Generation using Deformable GANs Aliaksandr Siarohin Stéphane Lathuilière E. Sangineto N. Sebe 3DH GAN 12 54 0 30 Apr 2019
Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition Devraj Mandal Sanath Narayan Sai Kumar Dwivedi Vikram Gupta Shuaib Ahmed Fahad Shahbaz Khan Ling Shao OODD 22 141 0 18 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 23 63 0 16 Apr 2019
Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny Mohamed Elfeki VLM 23 72 0 01 Apr 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 36 483 0 25 Mar 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 33 143 0 08 Mar 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu Jianwen Xie Zhiqiang Tang Xi Peng Ahmed Elgammal VLM 25 119 0 01 Mar 2019
Adaptive Cross-Modal Few-Shot Learning Chen Xing Negar Rostamzadeh Boris N. Oreshkin Pedro H. O. Pinheiro 31 271 0 19 Feb 2019
Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification Colin Samplawski H. Kwon Erik Learned-Miller Benjamin M. Marlin VLM 18 1 0 14 Feb 2019
Multi-modal Ensemble Classification for Generalized Zero Shot Learning Rafael Felix Michele Sasdelli Ian Reid G. Carneiro VLM 24 20 0 15 Jan 2019
Transductive Zero-Shot Learning with Visual Structure Constraint Bo Liu Dongdong Chen Yan-Ran Li Xingguang Yan Junge Zhang Yizhou Yu Jing Liao 14 85 0 06 Jan 2019
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 21 49 0 16 Dec 2018
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 30 220 0 12 Nov 2018
Power Normalizing Second-order Similarity Network for Few-shot Learning Hongguang Zhang Piotr Koniusz 18 59 0 10 Nov 2018
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Zhiwu Lu Jiechao Guan Aoxue Li Tao Xiang An Zhao Ji-Rong Wen 28 64 0 19 Oct 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition An Zhao Mingyu Ding Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 27 48 0 19 Oct 2018
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape Analysis João C. P. Reis G. Gonçalves 13 5 0 16 Oct 2018
From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 16 14 0 26 Sep 2018
Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference Mike Wu Milan Mossé Noah D. Goodman Chris Piech AI4Ed UQCV HAI 39 57 0 05 Sep 2018
Attributes as Operators: Factorizing Unseen Attribute-Object Compositions Tushar Nagarajan Kristen Grauman OCL CoGe 24 59 0 27 Mar 2018
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 176 840 0 17 May 2016