Generative Dual Adversarial Network for Generalized Zero-shot Learning

12 November 2018

He Huang

Chang-Dong Wang

Philip S. Yu

Chang-Dong Wang

GAN

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Papers citing "Generative Dual Adversarial Network for Generalized Zero-shot Learning"

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Title
Learning to Generalize without Bias for Open-Vocabulary Action Recognition Yating Yu Congqi Cao Yifan Zhang Yanning Zhang VLM 41 0 0 27 Feb 2025
Diffusion in Zero-Shot Learning for Environmental Audio Ysobel Sims Stephan Chalup Alexandre Mendes VLM DiffM 73 0 0 04 Dec 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden H. Ullah M. S. Siddiqui Fadi Al-Machot DiffM 31 0 0 31 Aug 2024
Adversarial Robustification via Text-to-Image Diffusion Models Daewon Choi Jongheon Jeong Huiwon Jang Jinwoo Shin DiffM 35 1 0 26 Jul 2024
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning William Heyden Habib Ullah M. S. Siddiqui Fadi Al-Machot VLM 36 0 0 20 Dec 2023
ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning Jingcai Guo Qihua Zhou Ruibin Li Xiaocheng Lu Ziming Liu Junyang Chen Xin Xie Jie M. Zhang 71 4 0 15 Dec 2023
ChatGPT-guided Semantics for Zero-shot Learning Fahimul Hoque Shubho T. Chowdhury A. Cheraghian Morteza Saberi Nabeel Mohammed Shafin Rahman VLM 19 0 0 18 Oct 2023
Multi-level Cross-modal Feature Alignment via Contrastive Learning towards Zero-shot Classification of Remote Sensing Image Scenes Chun Liu Suqiang Ma Zheng Li Wei Yang Zhigang Han 9 2 0 31 May 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 25 30 0 23 May 2023
Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting William Hogan Jiacheng Li Jingbo Shang OffRL 13 1 0 22 May 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 18 0 0 08 Feb 2023
Understanding Zero-Shot Adversarial Robustness for Large-Scale Models Chengzhi Mao Scott Geng Junfeng Yang Xin Eric Wang Carl Vondrick VLM 34 59 0 14 Dec 2022
Active Relation Discovery: Towards General and Label-aware Open Relation Extraction Y. Li Yinghui Li Xi Chen Haitao Zheng Ying Shen Hong-Gee Kim VLM 6 14 0 08 Nov 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 26 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 11 2 0 29 Sep 2022
GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Jingjing Li Zi Huang 19 14 0 05 Jul 2022
PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning Simone Martone Francesco Manigrasso Lamberti Fabrizio Lia Morra 19 3 0 26 Jun 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 22 3 0 17 Apr 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 12 2 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 13 37 0 04 Apr 2022
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Cheng Bian Chenglang Yuan Kai Ma Shuang Yu Dong Wei Yefeng Zheng VLM MedIm 6 31 0 19 Mar 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval Rui Xu Zongyan Han Le Hui J. Qian J. Xie 3DV GAN 19 21 0 24 Feb 2022
Bias-Eliminated Semantic Refinement for Any-Shot Learning Liangjun Feng Chunhui Zhao Xi Li DiffM GAN 26 17 0 10 Feb 2022
HardBoost: Boosting Zero-Shot Learning with Hard Classes Bo Liu Lihua Hu Zhanyi Hu Qiulei Dong 14 2 0 14 Jan 2022
Semantically Grounded Visual Embeddings for Zero-Shot Learning Shah Nawaz Jacopo Cavazza Alessio Del Bue ObjD FedML VLM 17 3 0 03 Jan 2022
Translational Concept Embedding for Generalized Compositional Zero-shot Learning He Huang Wei Tang Jiawei Zhang Philip S. Yu CoGe 16 2 0 20 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 28 41 0 18 Dec 2021
Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning Chunlin Ji Hanchu Shen Zhan Xiong F. Chen Meiying Zhang Huiwen Yang 16 0 0 06 Dec 2021
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling Dat T. Huynh Jason Kuen Zhe-nan Lin Jiuxiang Gu Ehsan Elhamifar ISeg VLM 17 83 0 24 Nov 2021
Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning Dwarikanath Mahapatra MedIm 14 5 0 15 Nov 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning Chaoqun Wang Shaobo Min Xuejin Chen Xiaoyan Sun Houqiang Li 17 45 0 03 Nov 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 13 77 0 14 Aug 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning Shiming Chen Wenjie Wang Beihao Xia Qinmu Peng Xinge You Feng Zheng Ling Shao VLM 10 132 0 29 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
Prb-GAN: A Probabilistic Framework for GAN Modelling Blessen George V. Kurmi Vinay P. Namboodiri GAN 32 0 0 12 Jul 2021
Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision Gaurav Bhatt Shivam Chandhok V. Balasubramanian 11 1 0 11 Jul 2021
Mitigating Generation Shifts for Generalized Zero-Shot Learning Zhi Chen Yadan Luo Sen Wang Ruihong Qiu Jingjing Li Zi Huang 6 25 0 07 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 34 24 0 11 Jun 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning Liu Bo Qiulei Dong Zhanyi Hu 20 24 0 01 Jun 2021
Compositional Fine-Grained Low-Shot Learning Dat T. Huynh Ehsan Elhamifar 16 4 0 21 May 2021
Towards Novel Target Discovery Through Open-Set Domain Adaptation Taotao Jing Hongfu Liu Zhengming Ding 34 32 0 06 May 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 13 58 0 11 Apr 2021
Contrastive Embedding for Generalized Zero-Shot Learning Zongyan Han Zhenyong Fu Shuo Chen Jian Yang VLM 26 188 0 30 Mar 2021
Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning Federico Marmoreo Julio Ivan Davila Carrazco Vittorio Murino Jacopo Cavazza VLM 9 0 0 23 Mar 2021
Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner! Jacopo Cavazza VLM 17 0 0 20 Mar 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning Bonan Li Xuecheng Nie Congying Han DiffM 11 0 0 19 Mar 2021
Online Lifelong Generalized Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL 19 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 10 36 0 03 Mar 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue Tan Wang Hanwang Zhang Qianru Sun Xiansheng Hua BDL 153 192 0 01 Mar 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 11 5 0 26 Feb 2021