Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts

16 March 2018

Shafin Rahman

Salman Khan

Fatih Porikli

ObjD

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Papers citing "Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts"

33 / 33 papers shown

Title
A Unified approach for Conventional Zero-shot, Generalized Zero-shot and Few-shot Learning Shafin Rahman Salman H. Khan Fatih Porikli 98 175 0 27 Jun 2017
Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning B. Demirel R. G. Cinbis Nazli Ikizler-Cinbis VLM 94 57 0 04 May 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 112 826 0 26 Apr 2017
Semantically Consistent Regularization for Zero-Shot Recognition Pedro Morgado Nuno Vasconcelos 77 138 0 10 Apr 2017
Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths Yanan Li Donghui Wang Huanhang Hu Yuetan Lin Yueting Zhuang 81 141 0 15 Mar 2017
Zero-Shot Learning -- The Good, the Bad and the Ugly Yongqin Xian Bernt Schiele Zeynep Akata 79 844 0 13 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Straight to Shapes: Real-time Detection of Encoded Shapes Saumya Jetley Michael Sapienza Stuart Golodetz Philip Torr ObjD 122 50 0 23 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 151 705 0 15 Nov 2016
Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning Ziad Al-Halah Makarand Tapaswi Rainer Stiefelhagen VLM 59 104 0 15 Oct 2016
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 83 213 0 27 Jul 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 185 5,642 0 20 May 2016
Latent Embeddings for Zero-shot Classification Yongqin Xian Zeynep Akata Gaurav Sharma Quynh N. Nguyen Matthias Hein Bernt Schiele BDL 91 719 0 29 Mar 2016
Multi-Cue Zero-Shot Learning with Strong Supervision Zeynep Akata Mateusz Malinowski Mario Fritz Bernt Schiele 91 149 0 29 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 134 738 0 02 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 257 29,879 0 08 Dec 2015
Zero-Shot Learning via Joint Latent Similarity Embedding Ziming Zhang Venkatesh Saligrama 84 355 0 14 Nov 2015
Natural Language Object Retrieval Ronghang Hu Huazhe Xu Marcus Rohrbach Jiashi Feng Kate Saenko Trevor Darrell ObjD 106 554 0 13 Nov 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 88 617 0 15 Sep 2015
Ridge Regression, Hubness, and Zero-Shot Learning Yutaro Shigeto Ikumi Suzuki Kazuo Hara Masashi Shimbo Yuji Matsumoto 90 281 0 03 Jul 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 535 62,409 0 04 Jun 2015
Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions Jimmy Ba Kevin Swersky Sanja Fidler Ruslan Salakhutdinov VLM 95 439 0 01 Jun 2015
Label-Embedding for Image Classification Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid VLM 86 779 0 30 Mar 2015
Transductive Multi-label Zero-shot Learning Yanwei Fu Yongxin Yang Timothy M. Hospedales Tao Xiang S. Gong VLM 59 52 0 26 Mar 2015
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 95 1,020 0 30 Sep 2014
Zero Shot Recognition with Unreliable Attributes Dinesh Jayaraman Kristen Grauman VLM 80 293 0 15 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,615 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 437 43,875 0 01 May 2014
Zero-Shot Learning by Convex Combination of Semantic Embeddings Mohammad Norouzi Tomas Mikolov Samy Bengio Y. Singer Jonathon Shlens Andrea Frome G. Corrado J. Dean VLM 108 941 0 19 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 404 33,573 0 16 Oct 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 126 1,469 0 16 Jan 2013