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Creativity Inspired Zero-Shot Learning

1 April 2019

Papers citing "Creativity Inspired Zero-Shot Learning"

32 / 32 papers shown

Title
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 190 3 0 13 Mar 2025
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 296 2 0 10 Mar 2025
pOps: Photo-Inspired Diffusion Operators Elad Richardson Yuval Alaluf Ali Mahdavi-Amiri Daniel Cohen-Or VLM 199 4 0 03 Jun 2024
Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification Wenjia Xu Jiuniu Wang Zhiwei Wei M. Peng Yirong Wu 133 21 0 03 Feb 2024
Continual Zero-Shot Learning through Semantically Guided Generative Random WalksIEEE International Conference on Computer Vision (ICCV), 2023 Wenxuan Zhang Paul Janson Kai Yi Ivan Skorokhodov Mohamed Elhoseiny VLM 153 4 0 23 Aug 2023
Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation Md Nurul Muttakin Malik Shahid Sultan Robert Hoehndorf H. Ombao GAN 151 0 0 30 Jul 2023
Concept Decomposition for Visual Exploration and InspirationACM Transactions on Graphics (TOG), 2023 Yael Vinker A. Voynov Daniel Cohen-Or Ariel Shamir DiffM 190 67 0 29 May 2023
Bi-directional Distribution Alignment for Transductive Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2023 Zhicai Wang Y. Hao Tingting Mu Ouxiang Li Shuo Wang Xiangnan He VLM 177 16 0 15 Mar 2023
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research J. Bornschein Alexandre Galashov Ross Hemsley Amal Rannen-Triki Yutian Chen ... Angeliki Lazaridou Yee Whye Teh Andrei A. Rusu Razvan Pascanu MarcÁurelio Ranzato OOD VLM AI4TS 241 20 0 15 Nov 2022
Text2Model: Text-based Model Induction for Zero-shot Image ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 122 2 0 27 Oct 2022
MetaDT: Meta Decision Tree with Class Hierarchy for Interpretable Few-Shot Learning Baoquan Zhang Hao Jiang Xutao Li Shanshan Feng Yunming Ye Rui Ye 183 5 0 03 Mar 2022
Domain-Aware Continual Zero-Shot Learning Kai Yi Paul Janson Wenxuan Zhang Mohamed Elhoseiny 253 4 0 24 Dec 2021
Zero-shot Learning with Class Description Regularization Shayan Kousha Marcus A. Brubaker VLM 67 2 0 30 Jun 2021
Graceful Degradation and Related Fields J. Dymond 164 5 0 21 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured DataACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021 Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 246 27 0 11 Jun 2021
Towards Novel Target Discovery Through Open-Set Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2021 Taotao Jing Hongfu Liu Zhengming Ding 375 37 0 06 May 2021
Opening up Open-World TrackingComputer Vision and Pattern Recognition (CVPR), 2021 Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 278 60 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 147 4 0 20 Apr 2021
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings Vivek Chalumuri Bac Nguyen VLM 160 0 0 29 Mar 2021
On Implicit Attribute Localization for Generalized Zero-Shot LearningIEEE Signal Processing Letters (IEEE SPL), 2021 Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer VLM 178 11 0 08 Mar 2021
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image ClassificationComputer Vision and Image Understanding (CVIU), 2021 Cheng Xie Ting Zeng Hongxin Xiang Keqin Li Yun Yang Qing Liu GAN VLM 124 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 82 8 0 23 Feb 2021
End-to-end Generative Zero-shot Learning via Few-shot Learning Georgios Chochlakis Efthymios Georgiou Alexandros Potamianos VLM 67 1 0 08 Feb 2021
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy RegularizationNeural Networks (NN), 2021 Cheng Xie Hongxin Xiang Ting Zeng Yun Yang Beibei Yu Qing Liu VLM 135 23 0 25 Jan 2021
CIZSL++: Creativity Inspired Generative Zero-Shot Learning Mohamed Elhoseiny Kai Yi Mohamed Elfeki VLM DiffM 152 8 0 01 Jan 2021
A Review of Generalized Zero-Shot Learning MethodsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Farhad Pourpanah Moloud Abdar Yuxuan Luo Xinlei Zhou Ran Wang C. P. Lim Xizhao Wang Q. M. Jonathan Wu VLM 518 469 0 17 Nov 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 145 1 0 28 Jul 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual PatchesACM Multimedia (ACM MM), 2020 Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 271 41 0 27 Jul 2020
Invertible Zero-Shot Recognition FlowsEuropean Conference on Computer Vision (ECCV), 2020 Yuming Shen Jie Qin Lei Huang BDL AI4CE 165 110 0 09 Jul 2020
Class Normalization for (Continual)? Generalized Zero-Shot Learning Ivan Skorokhodov Mohamed Elhoseiny VLM 212 5 0 19 Jun 2020
Simple and effective localized attribute representations for zero-shot learning Shiqi Yang Kai Wang Luis Herranz Joost van de Weijer FAtt 169 11 0 10 Jun 2020
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2020 Shaobo Min Hantao Yao Hongtao Xie Chaoqun Wang Zhengjun Zha Yongdong Zhang 137 166 0 30 Mar 2020