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"

47 / 197 papers shown

Title
Flower Categorization using Deep Convolutional Neural Networks Ayesha Gurnani Viraj Mavani Vandit Gajjar Yash Khandhediya 11 22 0 12 Aug 2017
Zero-Shot Activity Recognition with Verb Attribute Induction Rowan Zellers Yejin Choi 11 51 0 29 Jul 2017
Analyzing First-Person Stories Based on Socializing, Eating and Sedentary Patterns Pedro Herruzo L. Portell Alberto Soto Beatriz Remeseiro EgoV 19 7 0 25 Jul 2017
Visually Aligned Word Embeddings for Improving Zero-shot Learning Ruizhi Qiao Lingqiao Liu Chunhua Shen Anton Van Den Hengel 22 19 0 18 Jul 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 45 1,546 0 03 Jul 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning Junhyuk Oh Satinder Singh Honglak Lee Pushmeet Kohli OffRL 31 269 0 15 Jun 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric Xing CML 37 82 0 29 May 2017
Look, Listen and Learn Relja Arandjelović Andrew Zisserman SSL 42 895 0 23 May 2017
Semantic Softmax Loss for Zero-Shot Learning Zhong Ji Yunxin Sun Yulong Yu Jichang Guo Yanwei Pang VLM 13 14 0 22 May 2017
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization Kuo-Hao Zeng Shih-Han Chou Fu-Hsiang Chan Juan Carlos Niebles Min Sun 32 59 0 18 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu M. Bagheri Ronald M. Summers LM&MA 66 2,474 0 05 May 2017
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis Yang Long Li Liu Ling Shao Fumin Shen Guiguang Ding Jiawei Han 16 154 0 04 May 2017
Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 29 57 0 04 May 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 34 819 0 26 Apr 2017
What's in a Question: Using Visual Questions as a Form of Supervision Siddha Ganju Olga Russakovsky Abhinav Gupta 19 16 0 12 Apr 2017
Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories Ziad Al-Halah Rainer Stiefelhagen VLM BDL 9 29 0 12 Apr 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 27 494 0 11 Apr 2017
Transductive Zero-Shot Learning with Adaptive Structural Embedding YunLong Yu Zhong Ji Jichang Guo Yanwei Pang 19 42 0 27 Mar 2017
Open Vocabulary Scene Parsing Hang Zhao Xavier Puig Bolei Zhou Sanja Fidler Antonio Torralba VLM 3DV 22 119 0 26 Mar 2017
Zero-Shot Learning by Generating Pseudo Feature Representations Jiang Lu Jin Li Ziang Yan Changshui Zhang VLM 19 24 0 19 Mar 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 27 166 0 17 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 57 8,012 0 15 Mar 2017
Commonly Uncommon: Semantic Sparsity in Situation Recognition Mark Yatskar Vicente Ordonez Luke Zettlemoyer Ali Farhadi VLM 17 42 0 03 Dec 2016
Zero-Shot Learning posed as a Missing Data Problem Bo Zhao Botong Wu Tianfu Wu Yizhou Wang VLM 19 30 0 02 Dec 2016
Learning Joint Feature Adaptation for Zero-Shot Recognition Ziming Zhang Venkatesh Saligrama 31 19 0 23 Nov 2016
LCNN: Lookup-based Convolutional Neural Network Hessam Bagherinezhad Mohammad Rastegari Ali Farhadi 13 89 0 20 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 73 700 0 15 Nov 2016
Cross-Modal Scene Networks Y. Aytar Lluis Castrejon Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL 16 114 0 27 Oct 2016
Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning Ziad Al-Halah Makarand Tapaswi Rainer Stiefelhagen VLM 6 104 0 15 Oct 2016
Zero Shot Hashing Shubham Pachori Shanmuganathan Raman VLM 16 3 0 09 Oct 2016
Infinite-Label Learning with Semantic Output Codes Yang Zhang Rupam Acharyya Ji Liu Boqing Gong 15 3 0 23 Aug 2016
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 16 213 0 27 Jul 2016
Learning Aligned Cross-Modal Representations from Weakly Aligned Data Lluis Castrejon Y. Aytar Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL DRL AI4TS 37 167 0 25 Jul 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 30 49 0 09 Jun 2016
Semi-supervised Zero-Shot Learning by a Clustering-based Approach Seyed Mohsen Shojaee M. Baghshah VLM 11 37 0 29 May 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 35 177 0 26 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 176 840 0 17 May 2016
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild Wei-Lun Chao Soravit Changpinyo Boqing Gong Fei Sha 11 563 0 13 May 2016
Less is more: zero-shot learning from online textual documents with noise suppression Ruizhi Qiao Lingqiao Liu Chunhua Shen Anton Van Den Hengel 18 183 0 05 Apr 2016
Multi-Cue Zero-Shot Learning with Strong Supervision Zeynep Akata Mateusz Malinowski Mario Fritz Bernt Schiele 40 148 0 29 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 24 734 0 02 Mar 2016
Where To Look: Focus Regions for Visual Question Answering Kevin J. Shih Saurabh Singh Derek Hoiem 34 456 0 23 Nov 2015
Learning Deep Structure-Preserving Image-Text Embeddings Liwei Wang Yin Li Svetlana Lazebnik 35 780 0 19 Nov 2015
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction Hyeonwoo Noh Paul Hongsuck Seo Bohyung Han OOD 30 327 0 18 Nov 2015
Sherlock: Scalable Fact Learning in Images Mohamed Elhoseiny Scott D. Cohen W. Chang Brian L. Price Ahmed Elgammal 19 26 0 16 Nov 2015
Zero-Shot Learning via Joint Latent Similarity Embedding Ziming Zhang Venkatesh Saligrama 12 354 0 14 Nov 2015