A Simple Exponential Family Framework for Zero-Shot Learning

25 July 2017

Papers citing "A Simple Exponential Family Framework for Zero-Shot Learning"

50 / 92 papers shown

Title
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 31 0 0 31 Aug 2024
Zero-shot Classification using Hyperdimensional Computing Samuele Ruffino G. Karunaratne Michael Hersche Luca Benini Abu Sebastian Abbas Rahimi VLM 29 1 0 30 Jan 2024
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 41 0 0 20 Dec 2023
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning Vinay Kumar Verma Nikhil Mehta Kevin J Liang Aakansha Mishra Lawrence Carin BDL VLM 36 2 0 02 Dec 2023
Open-Set Object Recognition Using Mechanical Properties During Interaction Pakorn Uttayopas Xiaoxiao Cheng Etienne Burdet 24 1 0 02 Nov 2023
An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot VLM 21 4 0 26 Jun 2023
Bi-directional Distribution Alignment for Transductive Zero-Shot Learning Zhicai Wang Y. Hao Tingting Mu Ouxiang Li Shuo Wang Xiangnan He VLM 34 10 0 15 Mar 2023
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques Wenbin Li Hakim Hacid Ebtesam Almazrouei Merouane Debbah 34 13 0 16 Feb 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 32 0 0 08 Feb 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
Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning Changkun Ye Nick Barnes L. Petersson Russell Tsuchida BDL SyDa VLM 37 3 0 11 Oct 2022
Prompt-guided Scene Generation for 3D Zero-Shot Learning Majid Nasiri A. Cheraghian T. Chowdhury Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC DiffM 18 2 0 29 Sep 2022
An Iterative Co-Training Transductive Framework for Zero Shot Learning Bo Liu Lihua Hu Qiulei Dong Zhanyi Hu VLM 17 14 0 30 Mar 2022
Practical Aspects of Zero-Shot Learning E. Saad M. Paprzycki M. Ganzha VLM 23 1 0 29 Mar 2022
Bias-Eliminated Semantic Refinement for Any-Shot Learning Liangjun Feng Chunhui Zhao Xi Li DiffM GAN 31 17 0 10 Feb 2022
HardBoost: Boosting Zero-Shot Learning with Hard Classes Bo Liu Lihua Hu Zhanyi Hu Qiulei Dong 18 2 0 14 Jan 2022
Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning Yun Yvonna Li Zhe Liu Xiaojun Chang Julian McAuley L. Yao 17 10 0 06 Jan 2022
Learning Semantic Ambiguities for Zero-Shot Learning Celina Hanouti Hervé Le Borgne VLM 18 4 0 05 Jan 2022
Semantically Grounded Visual Embeddings for Zero-Shot Learning Shah Nawaz Jacopo Cavazza Alessio Del Bue ObjD FedML VLM 22 3 0 03 Jan 2022
Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning Zhe Liu Yun Yvonna Li L. Yao Julian McAuley Sam Dixon 21 11 0 01 Dec 2021
Field-Guide-Inspired Zero-Shot Learning Utkarsh Mall Bharath Hariharan Kavita Bala VLM 38 7 0 24 Aug 2021
Structure-Aware Feature Generation for Zero-Shot Learning Lianbo Zhang Shaoli Huang Xinchao Wang Wei Liu Dacheng Tao GAN 24 0 0 16 Aug 2021
Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision Gaurav Bhatt Shivam Chandhok V. Balasubramanian 24 1 0 11 Jul 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning Liu Bo Qiulei Dong Zhanyi Hu 20 24 0 01 Jun 2021
Dynamic VAEs with Generative Replay for Continual Zero-shot Learning Subhankar Ghosh BDL CLL VLM 24 7 0 26 Apr 2021
Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Yun Yvonna Li Zhe Liu Lina Yao Can Wang VLM 31 25 0 22 Apr 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo VLM 29 68 0 21 Apr 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
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Vivek Chalumuri Bac Nguyen VLM 25 0 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 23 9 0 19 Mar 2021
Task Aligned Generative Meta-learning for Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xianzhi Wang Guodong Long VLM 26 36 0 03 Mar 2021
Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL) Subhankar Ghosh CLL VLM 22 12 0 07 Feb 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation Federico Marmoreo Jacopo Cavazza Vittorio Murino VLM 23 4 0 05 Feb 2021
Zero-shot Learning with Deep Neural Networks for Object Recognition Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 43 5 0 05 Feb 2021
Generative Replay-based Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL VLM 28 8 0 22 Jan 2021
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 31 0 0 16 Dec 2020
Generalized Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram BDL VLM CLL 25 11 0 17 Nov 2020
Towards Zero-Shot Learning with Fewer Seen Class Examples Vinay Kumar Verma Ashish Mishra Anubha Pandey H. Murthy Piyush Rai VLM 42 15 0 14 Nov 2020
Transductive Zero-Shot Learning using Cross-Modal CycleGAN Patrick Bordes Éloi Zablocki Benjamin Piwowarski Patrick Gallinari VLM 24 0 0 13 Nov 2020
Background Learnable Cascade for Zero-Shot Object Detection Ye Zheng Ruoran Huang Chuanqi Han Xi Huang Li Cui ObjD 13 48 0 09 Oct 2020
Learning Clusterable Visual Features for Zero-Shot Recognition Jingyi Xu Zhixin Shu Dimitris Samaras VLM 33 0 0 07 Oct 2020
SML: Semantic Meta-learning for Few-shot Semantic Segmentation Ayyappa Kumar Pambala Titir Dutta Soma Biswas 24 22 0 14 Sep 2020
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning Yannick Le Cacheux Adrian Daniel Popescu Hervé Le Borgne VLM 21 6 0 06 Aug 2020
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 65 100 0 23 Jul 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 21 2 0 23 Jul 2020
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
Class Normalization for (Continual)? Generalized Zero-Shot Learning Ivan Skorokhodov Mohamed Elhoseiny VLM 24 5 0 19 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy Jiabo Huang S. Gong SSL 24 2 0 08 Jun 2020