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Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions

IEEE International Conference on Computer Vision (ICCV), 2015

1 June 2015

Jimmy Ba

Sanja Fidler

Papers citing "Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions"

50 / 196 papers shown

Title
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 1.2K 3,254 0 02 Sep 2021
Field-Guide-Inspired Zero-Shot LearningIEEE International Conference on Computer Vision (ICCV), 2021 Utkarsh Mall Bharath Hariharan Kavita Bala VLM 158 10 0 24 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Donghyeon Baek Youngmin Oh Bumsub Ham 201 86 0 14 Aug 2021
Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation Divyansh Jha Kai Yi Ivan Skorokhodov Mohamed Elhoseiny GAN 155 4 0 20 Apr 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Chih-Yao Chen Cheng-Te Li 109 114 0 10 Apr 2021
Incrementally Zero-Shot Detection by an Extreme Value AnalyzerInternational Conference on Pattern Recognition (ICPR), 2021 Sixiao Zheng Yanwei Fu Yanxi Hou VLM ObjD 198 1 0 23 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and PerspectiveInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 412 86 0 26 Feb 2021
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 2.0K 40,233 0 26 Feb 2021
Zero-Shot Learning Based on Knowledge SharingInternational Conference on Computer Supported Cooperative Work in Design (CSCWD), 2021 Ting Zeng Hongxin Xiang Cheng Xie Yun Yang Qing Liu VLM 116 1 0 26 Feb 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 128 5 0 26 Feb 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 369 91 0 03 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 139 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
Probing Few-Shot Generalization with Attributes Mengye Ren Eleni Triantafillou Kuan-Chieh Wang James Lucas Jake C. Snell Xaq Pitkow A. Tolias R. Zemel VLM OOD 126 3 0 10 Dec 2020
A Multi-class Approach -- Building a Visual Classifier based on Textual Descriptions using Zero-Shot LearningIrish Conference on Artificial Intelligence and Cognitive Science (AICS), 2020 Preeti Jagdish Sajjan F. Glavin VLM 68 0 0 18 Nov 2020
Synthesizing the Unseen for Zero-shot Object DetectionAsian Conference on Computer Vision (ACCV), 2020 Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir Fahad Shahbaz Khan VLM ObjD 328 67 0 19 Oct 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman Yuval Atzmon Gal Chechik Reut Tsarfaty VLM 141 33 0 07 Oct 2020
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 129 6 0 06 Oct 2020
Zero Shot Domain Generalization Udit Maniyar K. J. Joseph A. Deshmukh Ürün Dogan V. Balasubramanian OOD 126 22 0 17 Aug 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 154 2 0 23 Jul 2020
On Learning Semantic Representations for Million-Scale Free-Hand Sketches Peng Xu Yongye Huang Tongtong Yuan Tao Xiang Timothy M. Hospedales Yi-Zhe Song Liang Wang SSL 191 4 0 07 Jul 2020
Ontology-guided Semantic Composition for Zero-Shot Learning Jiaoyan Chen Freddy Lecue Yuxia Geng Jeff Z. Pan Huajun Chen VLM 175 17 0 30 Jun 2020
ExpBERT: Representation Engineering with Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Shikhar Murty Pang Wei Koh Abigail Z. Jacobs 160 43 0 05 May 2020
A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature ExpansionIEEE transactions on multimedia (TMM), 2020 Jingcai Guo Song Guo 123 58 0 30 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A ReviewIntelligent Medicine (IM), 2020 Mahdi Rezaei Mahsa Shahidi 297 61 0 29 Apr 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 137 167 0 30 Mar 2020
Single-View 3D Object Reconstruction from Shape Priors in Memory Shuo Yang Min Xu Haozhe Xie Stuart Perry Huanjin Yao 3DV 348 8 0 08 Mar 2020
Addressing target shift in zero-shot learning using grouped adversarial learning Saneem A. Chemmengath Soumava Paul Samarth Bharadwaj Suranjana Samanta Karthik Sankaranarayanan VLM 123 1 0 02 Mar 2020
Generating Videos of Zero-Shot Compositions of Actions and Objects Megha Nawhal Mengyao Zhai Andreas M. Lehrmann Leonid Sigal Greg Mori 179 1 0 05 Dec 2019
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot ClassificationPattern Recognition Letters (PR), 2019 Sivan Doveh Eli Schwartz Chao Xue Rogerio Feris A. Bronstein Raja Giryes Leonid Karlinsky 220 17 0 01 Dec 2019
Dont Even Look Once: Synthesizing Features for Zero-Shot DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Pengkai Zhu Hanxiao Wang Venkatesh Saligrama ObjD 204 97 0 18 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and ApplicationsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019 Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 275 396 0 10 Nov 2019
ATZSL: Defensive Zero-Shot Recognition in the Presence of AdversariesIEEE transactions on multimedia (IEEE TMM), 2019 Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 121 9 0 24 Oct 2019
Convolutional Prototype Learning for Zero-Shot RecognitionImage and Vision Computing (IVC), 2019 Zhizhe Liu Xingxing Zhang Zhenfeng Zhu Shuai Zheng Yao Zhao Jian Cheng VLM 255 19 0 22 Oct 2019
Zero-shot Learning via Simultaneous Generating and LearningNeural Information Processing Systems (NeurIPS), 2019 Hyeonwoo Yu Beomhee Lee VLM GAN 103 57 0 21 Oct 2019
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural LanguageIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Zhi Chen Jingjing Li Yadan Luo Zi Huang Yang Yang GAN 115 51 0 21 Sep 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification PerspectiveIEEE International Conference on Computer Vision (ICCV), 2019 Keqin Li Martin Renqiang Min Y. Fu VLM 169 141 0 13 Sep 2019
Do Cross Modal Systems Leverage Semantic Relationships? Shah Nawaz Muhammad Kamran Janjua I. Gallo Arif Mahmood Alessandro Calefati Faisal Shafait 89 9 0 03 Sep 2019
A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification Zhong Ji Xuejie Yu YunLong Yu Yanwei Pang Zhongfei Zhang VLM 111 2 0 26 Aug 2019
Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages?British Machine Vision Conference (BMVC), 2019 Yunus Can Bilge Nazli Ikizler-Cinbis R. G. Cinbis SLR 138 30 0 24 Jul 2019
Metalearned Neural MemoryNeural Information Processing Systems (NeurIPS), 2019 Tsendsuren Munkhdalai Alessandro Sordoni Tong Wang Adam Trischler KELM 204 71 0 23 Jul 2019
Visual Space Optimization for Zero-shot Learning Xinsheng Wang Zehao Wu Jihua Zhu Zhongyu Li Zhiqiang Tian Yaochen Li VLM 161 8 0 30 Jun 2019
Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencingInternational Conference on Pattern Recognition (ICPR), 2019 Sungmin Eum H. Kwon 94 3 0 13 Jun 2019
Joint Concept Matching based Learning for Zero-Shot Recognition Wen Tang Ashkan Panahi Hamid Krim VLM 168 1 0 13 Jun 2019
Zero-Shot Image Classification Using Coupled Dictionary EmbeddingMachine Learning with Applications (MLWA), 2019 Mohammad Rostami Soheil Kolouri Zak Murez Yuri Owekcho Eric Eaton Kuyngnam Kim VLM 147 16 0 10 Jun 2019
Baby steps towards few-shot learning with multiple semanticsPattern Recognition Letters (PR), 2019 Eli Schwartz Leonid Karlinsky Rogerio Feris Raja Giryes A. Bronstein VLM 210 114 0 05 Jun 2019
Learning Visually Consistent Label Embeddings for Zero-Shot LearningInternational Conference on Information Photonics (ICIP), 2019 B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 113 4 0 16 May 2019
Learning to Interpret Satellite Images in Global Scale Using Wikipedia Burak Uzkent Evan Sheehan Chenlin Meng Zhongyi Tang Marshall Burke David B. Lobell Stefano Ermon SSL 261 31 0 07 May 2019
Predicting Economic Development using Geolocated Wikipedia ArticlesKnowledge Discovery and Data Mining (KDD), 2019 Evan Sheehan Chenlin Meng M. Tan Burak Uzkent Neal Jean David B. Lobell Marshall Burke Stefano Ermon 209 83 0 05 May 2019
Curvature: A signature for Action Recognition in Video Sequences He Chen Gregory Chirikjian BDL 121 7 0 30 Apr 2019