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
Curvature: A signature for Action Recognition in Video Sequences He Chen Gregory Chirikjian BDL 11 5 0 30 Apr 2019
Context-Aware Zero-Shot Learning for Object Recognition Éloi Zablocki Patrick Bordes Benjamin Piwowarski Laure Soulier Patrick Gallinari VLM 11 29 0 24 Apr 2019
Context-Aware Zero-Shot Recognition Ruotian Luo Ning Zhang Bohyung Han L. Yang 17 31 0 19 Apr 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 23 63 0 16 Apr 2019
AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning Jingcai Guo Song Guo 16 19 0 12 Apr 2019
Leveraging the Invariant Side of Generative Zero-Shot Learning Jingjing Li Mengmeng Jing Ke Lu Zhengming Ding Lei Zhu Zi Huang VLM GAN 10 304 0 08 Apr 2019
Creativity Inspired Zero-Shot Learning Mohamed Elhoseiny Mohamed Elfeki VLM 23 72 0 01 Apr 2019
Adaptive Adjustment with Semantic Feature Space for Zero-Shot Recognition Jingcai Guo Song Guo VLM 16 24 0 30 Mar 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 36 483 0 25 Mar 2019
Transductive Zero-Shot Learning with Visual Structure Constraint Bo Liu Dongdong Chen Yan-Ran Li Xingguang Yan Junge Zhang Yizhou Yu Jing Liao 17 85 0 06 Jan 2019
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 21 49 0 16 Dec 2018
Zero-Shot Learning with Sparse Attribute Propagation Nanyi Fei Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 16 0 0 11 Dec 2018
Scalable Logo Recognition using Proxies István Fehérvári Srikar Appalaraju 11 44 0 19 Nov 2018
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Zhiwu Lu Jiechao Guan Aoxue Li Tao Xiang An Zhao Ji-Rong Wen 28 64 0 19 Oct 2018
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning Aoxue Li Zhiwu Lu Jiechao Guan Tao Xiang Liwei Wang Ji-Rong Wen VLM 22 20 0 19 Oct 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition An Zhao Mingyu Ding Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen VLM 27 48 0 19 Oct 2018
Learning to Interpret Satellite Images Using Wikipedia Evan Sheehan Burak Uzkent Chenlin Meng Zhongyi Tang Marshall Burke David B. Lobell Stefano Ermon 23 36 0 19 Sep 2018
Towards Effective Deep Embedding for Zero-Shot Learning Lei Zhang Peng Wang Lingqiao Liu Chunhua Shen Wei Wei Yanning Zhang Anton Van Den Hengel VLM 13 71 0 30 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 29 71 0 14 Aug 2018
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee 38 35 0 08 Aug 2018
Revisiting Cross Modal Retrieval Shah Nawaz Muhammad Kamran Janjua Alessandro Calefati I. Gallo 14 6 0 19 Jul 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition Eli Schwartz Leonid Karlinsky J. Shtok Sivan Harary Mattias Marder Rogerio Feris Abhishek Kumar Raja Giryes A. Bronstein 192 351 0 12 Jun 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning Bo Zhao Xinwei Sun Yanwei Fu Yuan Yao Yizhou Wang 27 23 0 12 Jun 2018
Progressive Ensemble Networks for Zero-Shot Recognition Meng Ye Yuhong Guo VLM 24 66 0 18 May 2018
Zero-Shot Object Detection by Hybrid Region Embedding B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis ObjD 9 96 0 16 May 2018
Large-Scale Visual Relationship Understanding Ji Zhang Yannis Kalantidis Marcus Rohrbach Manohar Paluri Ahmed Elgammal Mohamed Elhoseiny 14 167 0 27 Apr 2018
Memory Matching Networks for One-Shot Image Recognition Qi Cai Yingwei Pan Ting Yao C. Yan Tao Mei VLM 19 262 0 23 Apr 2018
Deep Triplet Ranking Networks for One-Shot Recognition Meng Ye Yuhong Guo 6 36 0 19 Apr 2018
Multi-level Semantic Feature Augmentation for One-shot Learning Z. Chen Yanwei Fu Yinda Zhang Yu-Gang Jiang Xiangyang Xue Leonid Sigal 23 231 0 15 Apr 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xueliang Wang Yufei Ye Abhinav Gupta 18 584 0 21 Mar 2018
Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM ObjD 30 98 0 19 Mar 2018
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts Shafin Rahman Salman Khan Fatih Porikli ObjD 34 151 0 16 Mar 2018
Preserving Semantic Relations for Zero-Shot Learning Yashas Annadani Soma Biswas VLM 18 224 0 08 Mar 2018
Combinets: Creativity via Recombination of Neural Networks Matthew J. Guzdial Mark O. Riedl 27 10 0 10 Feb 2018
Neural Algebra of Classifiers Rodrigo Santa Cruz Basura Fernando A. Cherian Stephen Gould CoGe OCL 29 11 0 26 Jan 2018
Rapid Adaptation with Conditionally Shifted Neurons Tsendsuren Munkhdalai Xingdi Yuan Soroush Mehri Adam Trischler 21 13 0 28 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 33 286 0 05 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 28 381 0 04 Dec 2017
Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation Ryota Hinami Shiníchi Satoh ObjD 24 22 0 27 Nov 2017
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Chung-Wei Lee Wei Fang Chih-Kuan Yeh Y. Wang VLM 37 280 0 17 Nov 2017
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping Li Niu Jianfei Cai Ashok Veeraraghavan VLM 33 4 0 16 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 92 4,017 0 16 Nov 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 16 175 0 13 Oct 2017
Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding Qian Wang Ke Chen BDL 30 7 0 15 Sep 2017
Joint Dictionaries for Zero-Shot Learning Soheil Kolouri Mohammad Rostami Y. Owechko Kyungnam Kim VLM 14 25 0 12 Sep 2017
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio Mathias Niepert Alberto García-Durán Roberto Gonzalez Roberto J. López-Sastre 27 15 0 07 Sep 2017
An inner-loop free solution to inverse problems using deep neural networks Qinglai Wei Kai Fan Lawrence Carin Katherine A. Heller 22 21 0 06 Sep 2017
Predicting Visual Features from Text for Image and Video Caption Retrieval Jianfeng Dong Xirong Li Cees G. M. Snoek 11 223 0 05 Sep 2017
Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision Mohamed Elhoseiny Yizhe Zhu Han Zhang Ahmed Elgammal VLM 38 132 0 04 Sep 2017
Mining Deep And-Or Object Structures via Cost-Sensitive Question-Answer-Based Active Annotations Quanshi Zhang Ying Nian Wu Hao Zhang Song-Chun Zhu 21 5 0 13 Aug 2017