Semantic Autoencoder for Zero-Shot Learning

26 April 2017

Papers citing "Semantic Autoencoder for Zero-Shot Learning"

50 / 106 papers shown

Title
Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning Maunil R. Vyas Hemanth Venkateswara S. Panchanathan GAN 13 136 0 19 Jul 2020
Invertible Zero-Shot Recognition Flows Yuming Shen Jie Qin Lei Huang BDL AI4CE 19 100 0 09 Jul 2020
On Learning Semantic Representations for Million-Scale Free-Hand Sketches Peng Xu Yongye Huang Tongtong Yuan Tao Xiang Timothy M. Hospedales Yi-Zhe Song Liang Wang SSL 27 4 0 07 Jul 2020
Ontology-guided Semantic Composition for Zero-Shot Learning Jiaoyan Chen Freddy Lecue Yuxia Geng Jeff Z. Pan Huajun Chen VLM 22 15 0 30 Jun 2020
Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition Zongyan Han Zhenyong Fu Jian Yang 23 86 0 16 Jun 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 29 53 0 29 Apr 2020
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 31 126 0 01 Apr 2020
Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval Xinxu Xu Cheng Deng Muli Yang Hao Wang 39 33 0 22 Mar 2020
Locality and compositionality in zero-shot learning Tristan Sylvain Linda Petrini R. Devon Hjelm 24 56 0 20 Dec 2019
Dont Even Look Once: Synthesizing Features for Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama ObjD 35 88 0 18 Nov 2019
AMP0: Species-Specific Prediction of Anti-microbial Peptides using Zero and Few Shot Learning Sadaf Gull F. Minhas 29 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
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
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 68 125 0 13 Sep 2019
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises F. Mohammadi M. Amini H. Arabnia OffRL 28 22 0 26 Aug 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
Few-Shot Learning with Global Class Representations Tiange Luo Aoxue Li Tao Xiang Weiran Huang Liwei Wang 24 114 0 14 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
Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning Ying Shi Wei Wei Zhiming Zheng VLM 33 6 0 18 Jul 2019
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning Jiancheng Ni Shanghang Zhang Haiyong Xie GAN 23 76 0 12 Jul 2019
Deep Zero-Shot Learning for Scene Sketch Yao Xie Peng Xu Zhanyu Ma VLM 25 12 0 11 May 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization Junbao Zhuo Shuhui Wang Shuhao Cui Qingming Huang 30 35 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
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval Qing Liu Lingxi Xie Huiyu Wang Alan Yuille VLM 27 108 0 05 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
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
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 12 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 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
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
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
A Zero-Shot Framework for Sketch-based Image Retrieval Sasi Kiran Yelamarthi M. K. Reddy Ashish Mishra Anurag Mittal 24 185 0 31 Jul 2018
Rethinking Knowledge Graph Propagation for Zero-Shot Learning Michael C. Kampffmeyer Yinbo Chen Xiaodan Liang Hao Wang Yujia Zhang Eric Xing 29 303 0 29 May 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 24 66 0 18 May 2018
Zero-Shot Object Detection Ankan Bansal Karan Sikka Gaurav Sharma Rama Chellappa Ajay Divakaran VLM ObjD 37 359 0 12 Apr 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xueliang Wang Yufei Ye Abhinav Gupta 18 584 0 21 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
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 36 449 0 11 Dec 2017