Zero-Shot Learning via Semantic Similarity Embedding

15 September 2015

Papers citing "Zero-Shot Learning via Semantic Similarity Embedding"

50 / 102 papers shown

Title
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi Wei Wei Zhiming Zheng VLM 33 6 0 18 Jul 2019
Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing Sungmin Eum H. Kwon 18 3 0 13 Jun 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 26 63 0 16 Apr 2019
Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny Mohamed Elfeki VLM 23 72 0 01 Apr 2019
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Debasmit Das C. S. George Lee VLM 29 29 0 27 Mar 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
Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification Colin Samplawski H. Kwon Erik Learned-Miller Benjamin M. Marlin VLM 24 1 0 14 Feb 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 31 29 0 22 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 20 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
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 21 5 0 16 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 13 71 0 30 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 33 71 0 14 Aug 2018
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee 38 35 0 08 Aug 2018
Multi-Label Zero-Shot Learning with Transfer-Aware Label Embedding Projection Meng Ye Yuhong Guo 19 8 0 07 Aug 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 21 351 0 01 Aug 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification Chenrui Zhang Yuxin Peng 23 47 0 26 Apr 2018
English Out-of-Vocabulary Lexical Evaluation Task Han Wang Ye Wang Xinxiang Zhang Mi Lu Yoonsuck Choe Jingjing Cao 13 3 0 11 Apr 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xihuai Wang Yufei Ye Abhinav Gupta 20 585 0 21 Mar 2018
Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM ObjD 30 98 0 19 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 34 151 0 16 Mar 2018
Zero-Shot Kernel Learning Hongguang Zhang Piotr Koniusz VLM 18 110 0 05 Feb 2018
Zero-Shot Learning via Latent Space Encoding YunLong Yu Zhong Ji Jichang Guo Zhongfei Zhang Zhang VLM 24 68 0 26 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 33 286 0 05 Dec 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 110 4,019 0 16 Nov 2017
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning Guotai Wang Wenqi Li Maria A. Zuluaga R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Vercauteren 41 687 0 11 Oct 2017
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding Qian Wang Ke Chen BDL 30 7 0 15 Sep 2017
Joint Dictionaries for Zero-Shot Learning Soheil Kolouri Mohammad Rostami Y. Owechko Kyungnam Kim VLM 22 25 0 12 Sep 2017
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio Mathias Niepert Alberto García-Durán Roberto Gonzalez Roberto J. López-Sastre 27 15 0 07 Sep 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay Kumar Verma Piyush Rai VLM 40 196 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
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis Yang Long Li Liu Ling Shao Fumin Shen Guiguang Ding Jiawei Han 24 154 0 04 May 2017
Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 29 57 0 04 May 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 48 819 0 26 Apr 2017
Transductive Zero-Shot Learning with Adaptive Structural Embedding YunLong Yu Zhong Ji Jichang Guo Yanwei Pang 19 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 30 84 0 27 Mar 2017
Zero-Shot Learning by Generating Pseudo Feature Representations Jiang Lu Jin Li Ziang Yan Changshui Zhang VLM 25 24 0 19 Mar 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 27 166 0 17 Mar 2017
Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths Yanan Li Donghui Wang Huanhang Hu Yuetan Lin Yueting Zhuang 35 140 0 15 Mar 2017
Learning Joint Feature Adaptation for Zero-Shot Recognition Ziming Zhang Venkatesh Saligrama 31 19 0 23 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 73 700 0 15 Nov 2016
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 24 213 0 27 Jul 2016
Zero-Shot Visual Recognition via Bidirectional Latent Embedding Qian Wang Ke Chen BDL 33 164 0 07 Jul 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 30 49 0 09 Jun 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 35 177 0 26 May 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 71 734 0 02 Mar 2016