Zero-Shot Learning Through Cross-Modal Transfer

16 January 2013

Christopher D. Manning

Papers citing "Zero-Shot Learning Through Cross-Modal Transfer"

50 / 253 papers shown

Title
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
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
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 34 819 0 26 Apr 2017
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection Dan Xu Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 30 191 0 08 Apr 2017
Transductive Zero-Shot Learning with Adaptive Structural Embedding YunLong Yu Zhong Ji Jichang Guo Yanwei Pang 19 42 0 27 Mar 2017
Transductive Zero-Shot Learning with a Self-training dictionary approach YunLong Yu Zhong Ji Xi Li Jichang Guo Zhongfei Zhang Haibin Ling Fei Wu VLM 30 84 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
On the Limitation of Convolutional Neural Networks in Recognizing Negative Images Hossein Hosseini Baicen Xiao Mayoore S. Jaiswal Radha Poovendran 19 121 0 20 Mar 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 27 166 0 17 Mar 2017
Gated Multimodal Units for Information Fusion John Arevalo Thamar Solorio Manuel Montes-y-Gómez Fabio Gonzalez 33 371 0 07 Feb 2017
Guided Open Vocabulary Image Captioning with Constrained Beam Search Peter Anderson Basura Fernando Mark Johnson Stephen Gould 23 232 0 02 Dec 2016
Unifying Multi-Domain Multi-Task Learning: Tensor and Neural Network Perspectives Yongxin Yang Timothy M. Hospedales 13 9 0 28 Nov 2016
Gaze Embeddings for Zero-Shot Image Classification Nour Karessli Zeynep Akata Bernt Schiele Andreas Bulling 27 109 0 28 Nov 2016
Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation Xun Xu Timothy M. Hospedales S. Gong 49 115 0 26 Nov 2016
Learning Joint Feature Adaptation for Zero-Shot Recognition Ziming Zhang Venkatesh Saligrama 31 19 0 23 Nov 2016
Sampled Image Tagging and Retrieval Methods on User Generated Content Karl S. Ni Kyle Zaragoza Charles Foster C. Carrano Barry Y. Chen Yonas Tesfaye A. Gude 22 6 0 21 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
Word Embeddings and Their Use In Sentence Classification Tasks Amit Mandelbaum Adi Shalev 19 79 0 26 Oct 2016
Attribute Learning for Network Intrusion Detection Jorge Luis Rivero Pérez B. Ribeiro 14 4 0 28 Jul 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
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 18 469 0 16 Jun 2016
Zero-Shot Hashing via Transferring Supervised Knowledge Yang Yang Weilun Chen Yadan Luo Fumin Shen Jie Shao Heng Tao Shen 42 152 0 16 Jun 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 30 49 0 09 Jun 2016
Multi-Label Zero-Shot Learning via Concept Embedding Ubai Sandouk Ke Chen VLM 11 18 0 01 Jun 2016
CYCLADES: Conflict-free Asynchronous Machine Learning Yang Zhang Maximilian Lam Stephen Tu Dimitris Papailiopoulos Ce Zhang Michael I. Jordan M. Shah Christopher Ré Benjamin Recht 27 62 0 31 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
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 24 734 0 02 Mar 2016
Write a Classifier: Predicting Visual Classifiers from Unstructured Text Mohamed Elhoseiny Ahmed Elgammal Babak Saleh 28 41 0 31 Dec 2015
Multi-Instance Visual-Semantic Embedding Zhou Ren Hailin Jin Zhe-nan Lin Chen Fang Alan Yuille VLM 18 38 0 22 Dec 2015
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos Mohamed Elhoseiny Jingen Liu Hui Cheng H. Sawhney Ahmed Elgammal 18 26 0 02 Dec 2015
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell CoGe 16 284 0 17 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
Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization Baohan Xu Yanwei Fu Yu-Gang Jiang Boyang Albert Li Leonid Sigal 11 108 0 16 Nov 2015
Zero-Shot Learning via Joint Latent Similarity Embedding Ziming Zhang Venkatesh Saligrama 12 354 0 14 Nov 2015
Transductive Zero-Shot Action Recognition by Word-Vector Embedding Xun Xu Timothy M. Hospedales S. Gong VLM 21 166 0 13 Nov 2015
Objects2action: Classifying and localizing actions without any video example Mihir Jain Jan van Gemert Thomas Mensink Cees G. M. Snoek 21 157 0 23 Oct 2015
Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks E. Gavves Thomas Mensink Tatiana Tommasi Cees G. M. Snoek Tinne Tuytelaars VLM 16 69 0 06 Oct 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 11 615 0 15 Sep 2015
Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions Jimmy Ba Kevin Swersky Sanja Fidler Ruslan Salakhutdinov VLM 40 435 0 01 Jun 2015
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images Junhua Mao Xu Wei Yi Yang Jiang Wang Zhiheng Huang Alan Yuille 25 154 0 25 Apr 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 27 280 0 24 Apr 2015
Fast Label Embeddings for Extremely Large Output Spaces Paul Mineiro Nikos Karampatziakis 32 29 0 30 Mar 2015
Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data Marcus Rohrbach Anna Rohrbach Michaela Regneri S. Amin Mykhaylo Andriluka Manfred Pinkal Bernt Schiele 49 178 0 23 Feb 2015
Large-Scale Deep Learning on the YFCC100M Dataset Karl S. Ni Roger Pearce K. Boakye B. Van Essen Damian Borth Barry Y. Chen E. Wang 27 32 0 11 Feb 2015
Semantic Embedding Space for Zero-Shot Action Recognition Xun Xu Timothy M. Hospedales S. Gong VLM 39 110 0 05 Feb 2015
Transductive Multi-view Zero-Shot Learning Yanwei Fu Timothy M. Hospedales Tao Xiang S. Gong 52 452 0 19 Jan 2015
Score Function Features for Discriminative Learning Majid Janzamin Hanie Sedghi Anima Anandkumar 41 43 0 19 Dec 2014
Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation Cuicui Kang Tianran Ouyang Yonghao He Jian Wang Wenjia Niu Shiming Xiang Chunhong Pan 42 33 0 18 Nov 2014