Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training

30 March 2017

Rakshith Shetty

Marcus Rohrbach

Lisa Anne Hendricks

Mario Fritz

Bernt Schiele

ArXiv PDF HTML

Papers citing "Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training"

20 / 20 papers shown

Title
Group-based Distinctive Image Captioning with Memory Difference Encoding and Attention Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 156 0 0 03 Apr 2025
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 53 899 0 23 Jan 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 79 2,106 0 17 Jan 2017
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 118 1,452 0 06 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 107 1,887 0 02 Dec 2016
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 120 446 0 01 Dec 2016
Boosting Image Captioning with Attributes Ting Yao Yingwei Pan Yehao Li Zhaofan Qiu Tao Mei VLM 89 622 0 05 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 312 5,364 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 186 2,531 0 02 Nov 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 100 1,914 0 29 Jul 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 478 9,048 0 10 Jun 2016
Reasoning About Pragmatics with Neural Listeners and Speakers Jacob Andreas Dan Klein ReLM LRM 60 175 0 02 Apr 2016
Generating Visual Explanations Lisa Anne Hendricks Zeynep Akata Marcus Rohrbach Jeff Donahue Bernt Schiele Trevor Darrell VLM FAtt 81 619 0 28 Mar 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 166 1,662 0 12 Mar 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 124 1,882 0 17 Nov 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 143 2,034 0 09 Jun 2015
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 211 2,475 0 01 Apr 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 124 5,584 0 07 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 286 4,484 0 20 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 237 6,028 0 17 Nov 2014