Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images

25 April 2015

Yi Yang

Papers citing "Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images"

33 / 33 papers shown

Title
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering Haoyuan Gao Junhua Mao Jie Zhou Zhiheng Huang Lei Wang Wenyuan Xu 53 498 0 21 May 2015
Exploring Nearest Neighbor Approaches for Image Captioning Jacob Devlin Saurabh Gupta Ross B. Girshick Margaret Mitchell C. L. Zitnick 34 195 0 17 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 115 5,421 0 03 May 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma Zhengdong Lu Lifeng Shang Hang Li 72 337 0 23 Apr 2015
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 119 2,461 0 01 Apr 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 229 10,034 0 10 Feb 2015
Simple Image Description Generator via a Linear Phrase-Based Approach R. Lebret Pedro H. O. Pinheiro R. Collobert VLM 33 34 0 29 Dec 2014
Learning Longer Memory in Recurrent Neural Networks Tomas Mikolov Armand Joulin S. Chopra Michaël Mathieu MarcÁurelio Ranzato 49 257 0 24 Dec 2014
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 58 4,882 0 22 Dec 2014
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 96 1,237 0 20 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 36 5,569 0 07 Dec 2014
Fisher Vectors Derived from Hybrid Gaussian-Laplacian Mixture Models for Image Annotation Benjamin Klein Guy Lev Gil Sadeh Lior Wolf 58 103 0 26 Nov 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 173 4,451 0 20 Nov 2014
Learning a Recurrent Visual Representation for Image Caption Generation Xinlei Chen C. L. Zitnick SSL GAN 41 195 0 20 Nov 2014
A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation Mateusz Malinowski Mario Fritz 22 29 0 19 Nov 2014
From Captions to Visual Concepts and Back Hao Fang Saurabh Gupta F. Iandola R. Srivastava Li Deng ... Xiaodong He Margaret Mitchell John C. Platt C. L. Zitnick Geoffrey Zweig VLM 54 1,310 0 18 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 173 6,009 0 17 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 100 6,037 0 17 Nov 2014
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models Ryan Kiros Ruslan Salakhutdinov R. Zemel VLM 59 1,395 0 10 Nov 2014
Explain Images with Multimodal Recurrent Neural Networks Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Alan Yuille VLM GAN 44 383 0 04 Oct 2014
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input Mateusz Malinowski Mario Fritz 129 695 0 01 Oct 2014
DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection Wanli Ouyang Ping Luo Xingyu Zeng Shi Qiu Yonglong Tian ... Zhenyao Zhu Ruohui Wang Chen Change Loy Xiaogang Wang Xiaoou Tang ObjD 89 159 0 11 Sep 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 211 20,467 0 10 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 528 99,991 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 709 39,383 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 396 23,235 0 03 Jun 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 124 43,290 0 01 May 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 99 15,825 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 152 26,091 0 11 Nov 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 200 33,445 0 16 Oct 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 74 4,946 0 06 Oct 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 89 1,467 0 16 Jan 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 67 6,619 0 22 Dec 2012