Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions

1 June 2015

Jimmy Ba

Sanja Fidler

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

50 / 197 papers shown

Title
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 350 2,279 0 02 Sep 2021
Field-Guide-Inspired Zero-Shot Learning Utkarsh Mall Bharath Hariharan Kavita Bala VLM 41 7 0 24 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 21 77 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 24 4 0 20 Apr 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen Cheng-Te Li 29 94 0 10 Apr 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning Chaoqun Wang Xuejin Chen Shaobo Min Xiaoyan Sun Houqiang Li VLM 26 18 0 05 Apr 2021
Incrementally Zero-Shot Detection by an Extreme Value Analyzer Sixiao Zheng Yanwei Fu Yanxi Hou VLM ObjD 14 1 0 23 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 27 77 0 26 Feb 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 183 27,846 0 26 Feb 2021
Zero-Shot Learning Based on Knowledge Sharing Ting Zeng Hongxin Xiang Cheng Xie Yun Yang Qing Liu VLM 35 1 0 26 Feb 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 18 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 25 87 0 03 Feb 2021
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Cheng Xie Hongxin Xiang Ting Zeng Yun Yang Beibei Yu Qing Liu VLM 27 22 0 25 Jan 2021
CIZSL++: Creativity Inspired Generative Zero-Shot Learning Mohamed Elhoseiny Kai Yi Mohamed Elfeki VLM DiffM 23 7 0 01 Jan 2021
Probing Few-Shot Generalization with Attributes Mengye Ren Eleni Triantafillou Kuan-Chieh Jackson Wang James Lucas Jake C. Snell Xaq Pitkow A. Tolias R. Zemel VLM OOD 21 3 0 10 Dec 2020
A Multi-class Approach -- Building a Visual Classifier based on Textual Descriptions using Zero-Shot Learning Preeti Jagdish Sajjan F. Glavin VLM 8 0 0 18 Nov 2020
Synthesizing the Unseen for Zero-shot Object Detection Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir Fahad Shahbaz Khan VLM ObjD 184 57 0 19 Oct 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman Y. Atzmon Gal Chechik Reut Tsarfaty VLM 32 32 0 07 Oct 2020
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning Yannick Le Cacheux Hervé Le Borgne M. Crucianu VLM 9 6 0 06 Oct 2020
Zero Shot Domain Generalization Udit Maniyar K. J. Joseph A. Deshmukh Ürün Dogan V. Balasubramanian OOD 8 18 0 17 Aug 2020
Zero-Shot Recognition through Image-Guided Semantic Classification Mei-Chen Yeh Fang Li VLM 21 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 27 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 22 15 0 30 Jun 2020
ExpBERT: Representation Engineering with Natural Language Explanations Shikhar Murty Pang Wei Koh Percy Liang 48 43 0 05 May 2020
A Novel Perspective to Zero-shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion Jingcai Guo Song Guo 22 50 0 30 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 29 53 0 29 Apr 2020
Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning Shaobo Min Hantao Yao Hongtao Xie Chaoqun Wang Zhengjun Zha Yongdong Zhang 11 141 0 30 Mar 2020
Single-View 3D Object Reconstruction from Shape Priors in Memory Shuo Yang Min Xu Haozhe Xie Stuart Perry H. Yao 3DV 134 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 28 0 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 32 1 0 05 Dec 2019
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification Sivan Doveh Eli Schwartz Chao Xue Rogerio Feris A. Bronstein Raja Giryes Leonid Karlinsky 40 17 0 01 Dec 2019
Dont Even Look Once: Synthesizing Features for Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama ObjD 35 88 0 18 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 35 324 0 10 Nov 2019
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 22 5 0 24 Oct 2019
Convolutional Prototype Learning for Zero-Shot Recognition Zhizhe Liu Xingxing Zhang Zhenfeng Zhu Shuai Zheng Yao Zhao Jian Cheng VLM 17 19 0 22 Oct 2019
Zero-shot Learning via Simultaneous Generating and Learning Hyeonwoo Yu Beomhee Lee VLM GAN 25 54 0 21 Oct 2019
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language Zhi Chen Jingjing Li Yadan Luo Zi Huang Yang Yang GAN 28 41 0 21 Sep 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 68 125 0 13 Sep 2019
Do Cross Modal Systems Leverage Semantic Relationships? Shah Nawaz Muhammad Kamran Janjua I. Gallo Arif Mahmood Alessandro Calefati Faisal Shafait 24 8 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 27 2 0 26 Aug 2019
Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages? Yunus Can Bilge Nazli Ikizler-Cinbis R. G. Cinbis SLR 18 29 0 24 Jul 2019
Metalearned Neural Memory Tsendsuren Munkhdalai Alessandro Sordoni Tong Wang Adam Trischler KELM 17 60 0 23 Jul 2019
Visual Space Optimization for Zero-shot Learning Xinsheng Wang Shanmin Pang Jihua Zhu Zhongyu Li Zhiqiang Tian Yaochen Li VLM 27 9 0 30 Jun 2019
Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing Sungmin Eum H. Kwon 18 3 0 13 Jun 2019
Joint Concept Matching based Learning for Zero-Shot Recognition Wen Tang Ashkan Panahi Hamid Krim VLM 6 1 0 13 Jun 2019
Zero-Shot Image Classification Using Coupled Dictionary Embedding Mohammad Rostami Soheil Kolouri Zak Murez Yuri Owekcho Eric Eaton Kuyngnam Kim VLM 9 15 0 10 Jun 2019
Baby steps towards few-shot learning with multiple semantics Eli Schwartz Leonid Karlinsky Rogerio Feris Raja Giryes A. Bronstein VLM 39 106 0 05 Jun 2019
Learning Visually Consistent Label Embeddings for Zero-Shot Learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 23 5 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 37 30 0 07 May 2019
Predicting Economic Development using Geolocated Wikipedia Articles Evan Sheehan Chenlin Meng M. Tan Burak Uzkent Neal Jean David B. Lobell Marshall Burke Stefano Ermon 15 78 0 05 May 2019