Learning a Deep Embedding Model for Zero-Shot Learning

15 November 2016

Li Zhang

Papers citing "Learning a Deep Embedding Model for Zero-Shot Learning"

50 / 291 papers shown

Title
ZSpeedL -- Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices Cristiano Patrício João Neves 6 2 0 09 Oct 2021
Active learning for interactive satellite image change detection H. Sahbi Sebastien Deschamps Andrei Stoian 34 6 0 08 Oct 2021
Implicit and Explicit Attention for Zero-Shot Learning Faisal Alamri Anjan Dutta 85 7 0 02 Oct 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information Sarkhan Badirli Zeynep Akata G. Mohler Christel Picard M. M. Dundar SyDa BDL 38 34 0 29 Sep 2021
Structure-Aware Feature Generation for Zero-Shot Learning Lianbo Zhang Shaoli Huang Xinchao Wang Wei Liu Dacheng Tao GAN 22 0 0 16 Aug 2021
Towards Visual Explainable Active Learning for Zero-Shot Classification Shichao Jia Zeyu Li Nuo Chen Jiawan Zhang VLM 18 22 0 15 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 18 77 0 14 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 10 57 0 13 Aug 2021
Elaborative Rehearsal for Zero-shot Action Recognition Shizhe Chen Dong Huang VLM 22 93 0 05 Aug 2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery I. Sledge Christopher Toole J. Maestri José C. Príncipe 34 1 0 22 Jul 2021
Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains Puneet Mangla Shivam Chandhok V. Balasubramanian F. Khan VLM OOD 24 4 0 15 Jul 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs Nasir Hayat Hazem Lashen Farah E. Shamout 49 21 0 14 Jul 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 39 24 0 11 Jun 2021
Labeled Data Generation with Inexact Supervision Enyan Dai Kai Shu Yiwei Sun Suhang Wang 18 3 0 08 Jun 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning Liu Bo Qiulei Dong Zhanyi Hu 20 24 0 01 Jun 2021
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning Kun Yan Zied Bouraoui Ping Wang Shoaib Jameel Steven Schockaert 22 21 0 21 May 2021
Semantic Diversity Learning for Zero-Shot Multi-label Classification Avi Ben-Cohen Nadav Zamir Emanuel Ben-Baruch Itamar Friedman Lihi Zelnik-Manor VLM 6 30 0 12 May 2021
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning Massimiliano Mancini Muhammad Ferjad Naeem Yongqin Xian Zeynep Akata CoGe 66 67 0 03 May 2021
Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Yun Yvonna Li Zhe Liu Lina Yao Can Wang VLM 29 25 0 22 Apr 2021
Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation Divyansh Jha Kai Yi Ivan Skorokhodov Mohamed Elhoseiny GAN 16 4 0 20 Apr 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 16 58 0 11 Apr 2021
Rectification-based Knowledge Retention for Continual Learning Pravendra Singh Pratik Mazumder Piyush Rai Vinay P. Namboodiri CLL 14 41 0 30 Mar 2021
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Vivek Chalumuri Bac Nguyen VLM 25 0 0 29 Mar 2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 20 38 0 29 Mar 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan Li Xuecheng Nie Congying Han DiffM 24 0 0 19 Mar 2021
Online Lifelong Generalized Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL 21 9 0 19 Mar 2021
On Implicit Attribute Localization for Generalized Zero-Shot Learning Shiqi Yang Kai Wang Luis Herranz J. Weijer VLM 9 10 0 08 Mar 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Yifei Huang Lin Gu Jun Zhou Tatsuya Harada 16 117 0 05 Mar 2021
Task Aligned Generative Meta-learning for Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xianzhi Wang Guodong Long VLM 24 36 0 03 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 27 77 0 26 Feb 2021
Zero-Shot Learning Based on Knowledge Sharing Ting Zeng Hongxin Xiang Cheng Xie Yun Yang Qing Liu VLM 25 1 0 26 Feb 2021
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification Cheng Xie Ting Zeng Hongxin Xiang Keqin Li Yun Yang Qing Liu GAN VLM 13 5 0 26 Feb 2021
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning Hongxin Xiang Cheng Xie Ting Zeng Yun Yang 21 6 0 23 Feb 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 28 80 0 15 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 35 5 0 05 Feb 2021
Isometric Propagation Network for Generalized Zero-shot Learning Lu Liu Tianyi Zhou Guodong Long Jing Jiang Xuanyi Dong Chengqi Zhang 19 36 0 03 Feb 2021
Learning Graph Embeddings for Compositional Zero-shot Learning Muhammad Ferjad Naeem Yongqin Xian Federico Tombari Zeynep Akata CoGe 20 136 0 03 Feb 2021
Semantic Borrowing for Generalized Zero-Shot Learning Xiao-wei Chen 21 1 0 30 Jan 2021
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Cheng Xie Hongxin Xiang Ting Zeng Yun Yang Beibei Yu Qing Liu VLM 13 22 0 25 Jan 2021
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition Shreyank N. Gowda Laura Sevilla-Lara Frank Keller Marcus Rohrbach VLM 11 23 0 18 Jan 2021
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning Zhi Chen Zi Huang Jingjing Li Zheng-Wei Zhang UQCV 16 12 0 09 Jan 2021
CIZSL++: Creativity Inspired Generative Zero-Shot Learning Mohamed Elhoseiny Kai Yi Mohamed Elfeki VLM DiffM 21 7 0 01 Jan 2021
Incremental Embedding Learning via Zero-Shot Translation Kun-Juan Wei Cheng Deng Xu Yang Maosen Li CLL 28 21 0 31 Dec 2020
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu GAN 16 7 0 30 Dec 2020
Improving Zero Shot Learning Baselines with Commonsense Knowledge Abhinaba Roy Deepanway Ghosal Erik Cambria Navonil Majumder Rada Mihalcea Soujanya Poria BDL VLM 24 29 0 11 Dec 2020
Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings Karan Sikka Jihua Huang Andrew Silberfarb Prateeth Nayak Luke Rohrer Pritish Sahu John Byrnes Ajay Divakaran R. Rohwer 15 4 0 21 Nov 2020
A Review of Generalized Zero-Shot Learning Methods Farhad Pourpanah Moloud Abdar Yuxuan Luo Xinlei Zhou Ran Wang C. P. Lim Xizhao Wang Q. M. Jonathan Wu VLM 19 343 0 17 Nov 2020
Generalized Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram BDL VLM CLL 23 11 0 17 Nov 2020
Towards Zero-Shot Learning with Fewer Seen Class Examples Vinay K. Verma Ashish Mishra Anubha Pandey H. Murthy Piyush Rai VLM 34 15 0 14 Nov 2020
Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations Tristan Sylvain Linda Petrini R. Devon Hjelm VLM 15 7 0 22 Oct 2020