Transductive Multi-view Zero-Shot Learning

19 January 2015

Yanwei Fu

Timothy M. Hospedales

Tao Xiang

S. Gong

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Papers citing "Transductive Multi-view Zero-Shot Learning"

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Title
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 47 44 0 23 Feb 2024
Transductive Reward Inference on Graph B. Qu Xiaofeng Cao Qing-Wu Guo Yi Chang Ivor W. Tsang Chengqi Zhang OffRL 35 0 0 06 Feb 2024
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor MedIm 32 2 0 20 Jul 2023
Multi-View Clustering via Semi-non-negative Tensor Factorization Jing Li Quanxue Gao Qianqian Wang Wei Xia Xinbo Gao 28 1 0 29 Mar 2023
Vocabulary-informed Zero-shot and Open-set Learning Yanwei Fu Xiaomei Wang Hanze Dong Yu-Gang Jiang Meng Wang Xiangyang Xue Leonid Sigal VLM 21 18 0 03 Jan 2023
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei Yang Yang Zeyu Ma Jingjing Li Xing Xu H. Shen 27 2 0 26 Dec 2022
Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection Chendong Zhao Jianzong Wang LeiLai Li Xiaoyang Qu Jing Xiao 52 10 0 24 May 2022
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Cheng Bian Chenglang Yuan Kai Ma Shuang Yu Dong Wei Yefeng Zheng VLM MedIm 17 31 0 19 Mar 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 19 23 0 27 Jan 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification Zhiyu Fang Xiaobin Zhu Chun Yang Zheng Han Jingyan Qin Xu-Cheng Yin 20 16 0 24 Dec 2021
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 17 44 0 16 Dec 2021
Region Semantically Aligned Network for Zero-Shot Learning Ziyang Wang Yunhao Gou Jingjing Li Yu Zhang Yang Yang 38 11 0 14 Oct 2021
Prototype Completion for Few-Shot Learning Baoquan Zhang Xutao Li Yunming Ye Shanshan Feng VLM 55 18 0 11 Aug 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 42 24 0 11 Jun 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 19 58 0 11 Apr 2021
Object Priors for Classifying and Localizing Unseen Actions Pascal Mettes William Thong Cees G. M. Snoek 24 20 0 10 Apr 2021
OntoZSL: Ontology-enhanced Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuo Chen Jeff Z. Pan Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM 30 80 0 15 Feb 2021
Semantic Borrowing for Generalized Zero-Shot Learning Xiao-wei Chen 35 1 0 30 Jan 2021
Auxiliary Task Reweighting for Minimum-data Learning Baifeng Shi Judy Hoffman Kate Saenko Trevor Darrell Huijuan Xu MoMe 27 32 0 16 Oct 2020
How to Learn from Others: Transfer Machine Learning with Additive Regression Models to Improve Sales Forecasting Robin Hirt Niklas Kühl Yusuf Peker G. Satzger AI4TS 16 5 0 15 May 2020
Disentangle, align and fuse for multimodal and semi-supervised image segmentation A. Chartsias G. Papanastasiou Chengjia Wang S. Semple D. Newby R. Dharmakumar Sotirios A. Tsaftaris 24 13 0 11 Nov 2019
AMP0: Species-Specific Prediction of Anti-microbial Peptides using Zero and Few Shot Learning Sadaf Gull F. Minhas 16 10 0 28 Oct 2019
Hierarchical Prototype Learning for Zero-Shot Recognition Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 22 22 0 24 Oct 2019
Convolutional Prototype Learning for Zero-Shot Recognition Zhizhe Liu Xingxing Zhang Zhenfeng Zhu Shuai Zheng Yao Zhao Jian Cheng VLM 17 19 0 22 Oct 2019
Zero-Shot Crowd Behavior Recognition Xun Xu S. Gong Timothy M. Hospedales VLM 14 10 0 16 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 16 174 0 16 Aug 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 24 55 0 27 Jul 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 22 482 0 25 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 50 184 0 12 Mar 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 23 29 0 22 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
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 20 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 19 48 0 19 Oct 2018
Towards Effective Deep Embedding for Zero-Shot Learning Lei Zhang Peng Wang Lingqiao Liu Chunhua Shen Wei Wei Yanning Zhang Anton Van Den Hengel VLM 8 71 0 30 Aug 2018
Multi-Label Zero-Shot Learning with Transfer-Aware Label Embedding Projection Meng Ye Yuhong Guo 14 8 0 07 Aug 2018
Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning Yanbin Liu Juho Lee Minseop Park Saehoon Kim Eunho Yang Sung Ju Hwang Yi Yang 20 665 0 25 May 2018
Improving CNN classifiers by estimating test-time priors Milan Šulc Jirí Matas 6 23 0 21 May 2018
Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning Yunlong Yu Zhong Ji Yanwei Fu Jichang Guo Yanwei Pang Zhongfei Zhang VLM 16 27 0 21 May 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 21 66 0 18 May 2018
Zero-Shot Learning via Latent Space Encoding Yunlong Yu Zhong Ji Jichang Guo Zhongfei Zhang Zhang VLM 16 68 0 26 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wei Liu Shih-Fu Chang 29 286 0 05 Dec 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 16 175 0 13 Oct 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay K. Verma Piyush Rai VLM 29 196 0 25 Jul 2017
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
Transductive Zero-Shot Learning with Adaptive Structural Embedding Yunlong Yu Zhong Ji Jichang Guo Yanwei Pang 11 42 0 27 Mar 2017
Transductive Zero-Shot Learning with a Self-training dictionary approach Yunlong Yu Zhong Ji Xi Li Jichang Guo Zhongfei Zhang Haibin Ling Fei Wu VLM 22 84 0 27 Mar 2017
Zero-Shot Learning by Generating Pseudo Feature Representations Jiang Lu Jin Li Ziang Yan Changshui Zhang VLM 9 24 0 19 Mar 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 13 166 0 17 Mar 2017
Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths Yanan Li Donghui Wang Huanhang Hu Yuetan Lin Yueting Zhuang 19 140 0 15 Mar 2017
Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation Xun Xu Timothy M. Hospedales S. Gong 39 115 0 26 Nov 2016