Analysis of diversity-accuracy tradeoff in image captioning

27 February 2020

Papers citing "Analysis of diversity-accuracy tradeoff in image captioning"

27 / 27 papers shown

Title
Group-based Distinctive Image Captioning with Memory Difference Encoding and Attention Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 166 0 0 03 Apr 2025
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 187 3,184 0 22 Apr 2019
Unsupervised Recurrent Neural Network Grammars Yoon Kim Alexander M. Rush Lei Yu A. Kuncoro Chris Dyer Gábor Melis LRM RALM SSL 69 115 0 07 Apr 2019
Describing like humans: on diversity in image captioning Qingzhong Wang Antoni B. Chan 71 99 0 28 Mar 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade T. Shen Myle Ott Michael Auli MarcÁurelio Ranzato MoE 88 150 0 20 Feb 2019
Adversarial Inference for Multi-Sentence Video Description J. S. Park Marcus Rohrbach Trevor Darrell Anna Rohrbach 53 80 0 13 Dec 2018
Fast, Diverse and Accurate Image Captioning Guided By Part-of-Speech Aditya Deshpande J. Aneja Liwei Wang Alex Schwing David A. Forsyth 70 148 0 31 May 2018
Learning to Write with Cooperative Discriminators Ari Holtzman Jan Buys Maxwell Forbes Antoine Bosselut David Golub Yejin Choi 73 238 0 16 May 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 181 1,623 0 13 May 2018
Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space Liwei Wang Alex Schwing Svetlana Lazebnik CoGe 88 175 0 19 Nov 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 121 4,216 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Creativity: Generating Diverse Questions using Variational Autoencoders Unnat Jain Ziyu Zhang Alex Schwing 62 152 0 11 Apr 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 99 227 0 30 Mar 2017
Towards Diverse and Natural Image Descriptions via a Conditional GAN Bo Dai Sanja Fidler R. Urtasun Dahua Lin GAN 60 453 0 17 Mar 2017
Comprehension-guided referring expressions Ruotian Luo Gregory Shakhnarovich ObjD 91 171 0 12 Jan 2017
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
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models Ashwin K. Vijayakumar Michael Cogswell Ramprasaath R. Selvaraju Q. Sun Stefan Lee David J. Crandall Dhruv Batra 89 554 0 07 Oct 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 104 1,914 0 29 Jul 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 217 5,747 0 23 Feb 2016
Variational inference for Monte Carlo objectives A. Mnih Danilo Jimenez Rezende DRL BDL 159 290 0 22 Feb 2016
Mutual Information and Diverse Decoding Improve Neural Machine Translation Jiwei Li Dan Jurafsky 69 120 0 04 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 143 2,392 0 11 Oct 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 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 413 43,667 0 01 May 2014