Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning

6 January 2022

Xiaojun Chang

Papers citing "Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning"

37 / 37 papers shown

Title
Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning Zhe Liu Yun Yvonna Li L. Yao Julian McAuley Sam Dixon 44 11 0 01 Dec 2021
An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning Yun Yvonna Li Zhe Liu L. Yao Xianzhi Wang Julian McAuley Xiaojun Chang 56 22 0 03 Nov 2021
Disentangling Semantic-to-visual Confusion for Zero-shot Learning Zihan Ye Fuyuan Hu Fan Lyu Linyan Li Kaizhu Huang 56 23 0 16 Jun 2021
Attribute-Modulated Generative Meta Learning for Zero-Shot Classification Yun Yvonna Li Zhe Liu Lina Yao Can Wang VLM 51 26 0 22 Apr 2021
DER: Dynamically Expandable Representation for Class Incremental Learning Shipeng Yan Jiangwei Xie Xuming He CLL 64 450 0 31 Mar 2021
Task Aligned Generative Meta-learning for Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xianzhi Wang Guodong Long VLM 55 36 0 03 Mar 2021
Isometric Propagation Network for Generalized Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Xuanyi Dong Chengqi Zhang 63 36 0 03 Feb 2021
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang VLM 70 75 0 24 Sep 2020
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 53 292 0 19 Aug 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 44 37 0 27 Jul 2020
Simple and effective localized attribute representations for zero-shot learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer FAtt 48 11 0 10 Jun 2020
A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion Jingcai Guo Song Guo 42 50 0 30 Apr 2020
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Sanath Narayan Akshita Gupta Fahad Shahbaz Khan Cees G. M. Snoek Ling Shao VLM 37 224 0 17 Mar 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning Farhad Nooralahzadeh Giannis Bekoulis Johannes Bjerva Isabelle Augenstein FedML 54 112 0 05 Mar 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh Sunwoo Cho N. Cho SupR 66 284 0 27 Feb 2020
Locality and compositionality in zero-shot learning Tristan Sylvain Linda Petrini R. Devon Hjelm 50 55 0 20 Dec 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 76 176 0 16 Aug 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning Xin Wang Feng Yu Ruth Wang Trevor Darrell Joseph E. Gonzalez 58 105 0 11 Apr 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 88 490 0 25 Mar 2019
Zero-Shot Task Transfer Arghya Pal V. Balasubramanian 73 52 0 04 Mar 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu Jianwen Xie Zhiqiang Tang Xi Peng Ahmed Elgammal VLM 52 121 0 01 Mar 2019
Generalized Zero-Shot Recognition based on Visually Semantic Embedding Pengkai Zhu Hanxiao Wang Venkatesh Saligrama 41 80 0 19 Nov 2018
Multi-modal Cycle-consistent Generalized Zero-Shot Learning Rafael Felix B. V. Kumar Ian Reid G. Carneiro GAN 56 353 0 01 Aug 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 100 66 0 18 May 2018
Overcoming catastrophic forgetting with hard attention to the task Joan Serrà Dídac Surís M. Miron Alexandros Karatzoglou CLL 101 1,075 0 04 Jan 2018
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 74 289 0 05 Dec 2017
Zero-Shot Learning via Class-Conditioned Deep Generative Models Wenlin Wang Yunchen Pu Vinay Kumar Verma Kai Fan Yizhe Zhang Changyou Chen Piyush Rai Lawrence Carin BDL VLM 75 147 0 15 Nov 2017
A Simple Exponential Family Framework for Zero-Shot Learning Vinay Kumar Verma Piyush Rai VLM 75 196 0 25 Jul 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 139 1,566 0 03 Jul 2017
Semantically Consistent Regularization for Zero-Shot Recognition Pedro Morgado Nuno Vasconcelos 59 138 0 10 Apr 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 813 11,894 0 09 Mar 2017
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 112 705 0 15 Nov 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 80 177 0 26 May 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 56 568 0 13 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Ridge Regression, Hubness, and Zero-Shot Learning Yutaro Shigeto Ikumi Suzuki Kazuo Hara Masashi Shimbo Yuji Matsumoto 52 281 0 03 Jul 2015
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 78 1,020 0 30 Sep 2014