A Review of Generalized Zero-Shot Learning Methods

17 November 2020

Papers citing "A Review of Generalized Zero-Shot Learning Methods"

44 / 44 papers shown

Title
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring Johnson Loh Lyubov Dudchenko Justus Viga T. Gemmeke 94 0 0 12 Mar 2025
Adapter-Enhanced Semantic Prompting for Continual Learning Baocai Yin Ji Zhao Huajie Jiang Ningning Hou Yongli Hu Amin Beheshti Ming-Hsuan Yang Yuankai Qi CLL VLM 165 0 0 15 Dec 2024
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan Mustansar Fiaz Alham Fikri Aji Hisham Cholakkal VLM 423 0 0 28 Nov 2024
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development Ranjan Sapkota Achyut Paudel Manoj Karkee SyDa 130 7 0 18 Nov 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 65 0 0 31 Aug 2024
What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models Abdelrahman Abdelhamed Mahmoud Afifi Alec Go MLLM VLM 75 3 0 24 May 2024
Contextual Emotion Recognition using Large Vision Language Models Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim VLM 91 4 0 14 May 2024
RankCLIP: Ranking-Consistent Language-Image Pretraining Yiming Zhang Zhuokai Zhao Zhaorun Chen Zhili Feng Zenghui Ding Yining Sun SSL VLM 78 7 0 15 Apr 2024
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 81 14 0 15 Mar 2023
Graph Learning: A Survey Feng Xia Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 61 348 0 03 May 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu Lei Zhou Xiao Bai Yifei Huang Lin Gu Jun Zhou Tatsuya Harada 56 118 0 05 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 327 4,873 0 24 Feb 2021
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Vinay Kumar Verma Kevin J. Liang Nikhil Mehta Lawrence Carin CLL VLM 60 5 0 23 Feb 2021
Learning Graph Embeddings for Compositional Zero-shot Learning Muhammad Ferjad Naeem Yongqin Xian Federico Tombari Zeynep Akata CoGe 41 138 0 03 Feb 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 193 1,893 0 12 Nov 2020
SpinalNet: Deep Neural Network with Gradual Input H. M. D. Kabir Moloud Abdar S. M. Jalali Abbas Khosravi A. Atiya S. Nahavandi D. Srinivasan AI4CE 44 133 0 07 Jul 2020
A causal view of compositional zero-shot recognition Yuval Atzmon Felix Kreuk Uri Shalit Gal Chechik OCL BDL CML 72 118 0 25 Jun 2020
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings Pratik Mazumder Pravendra Singh Kranti K. Parida Vinay P. Namboodiri 35 33 0 27 May 2020
Generalized Zero-Shot Learning Via Over-Complete Distribution Rohit Keshari Richa Singh Mayank Vatsa BDL VLM 46 126 0 01 Apr 2020
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Shaobo Min Hantao Yao Hongtao Xie Chaoqun Wang Zhengjun Zha Yongdong Zhang 26 141 0 30 Mar 2020
Cluster-based Zero-shot learning for multivariate data Toshitaka Hayashi H. Fujita 19 30 0 16 Jan 2020
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 68 176 0 16 Aug 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 115 319 0 03 Jun 2019
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Debasmit Das C. S. George Lee VLM 50 30 0 27 Mar 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 565 5,457 0 20 Dec 2018
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 55 221 0 12 Nov 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 137 586 0 21 Mar 2018
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 51 927 0 04 Dec 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 203 4,035 0 16 Nov 2017
Generating Visual Representations for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 53 152 0 23 Aug 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 121 1,554 0 03 Jul 2017
A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning Shafin Rahman Salman H. Khan Fatih Porikli 58 173 0 27 Jun 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 139 9,509 0 31 Mar 2017
Zero-Shot Learning -- The Good, the Bad and the Ugly Yongqin Xian Bernt Schiele Zeynep Akata 58 837 0 13 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 759 11,793 0 09 Mar 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 380 3,204 0 30 Oct 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 371 8,999 0 10 Jun 2016
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild Wei-Lun Chao Soravit Changpinyo Boqing Gong Fei Sha 49 563 0 13 May 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 185 10,202 0 27 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 96 735 0 02 Mar 2016
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 74 2,224 0 18 Nov 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 93 844 0 10 Feb 2015
Generalized Denoising Auto-Encoders as Generative Models Yoshua Bengio L. Yao Guillaume Alain Pascal Vincent 87 540 0 29 May 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 106 1,467 0 16 Jan 2013