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Improved Image Captioning via Policy Gradient optimization of SPIDEr
v1v2v3v4 (latest)

Improved Image Captioning via Policy Gradient optimization of SPIDEr

1 December 2016
Siqi Liu
Zhenhai Zhu
Ning Ye
S. Guadarrama
Kevin Patrick Murphy
ArXiv (abs)PDFHTML

Papers citing "Improved Image Captioning via Policy Gradient optimization of SPIDEr"

50 / 232 papers shown
Diverse Video Captioning Through Latent Variable Expansion
Diverse Video Captioning Through Latent Variable ExpansionPattern Recognition Letters (PR), 2019
Huanhou Xiao
Jinglun Shi
DiffM
328
15
0
26 Oct 2019
Tell-the-difference: Fine-grained Visual Descriptor via a Discriminating
  Referee
Tell-the-difference: Fine-grained Visual Descriptor via a Discriminating Referee
Shuangjie Xu
Feng Xu
Yu Cheng
Pan Zhou
98
2
0
14 Oct 2019
SMArT: Training Shallow Memory-aware Transformers for Robotic
  Explainability
SMArT: Training Shallow Memory-aware Transformers for Robotic ExplainabilityIEEE International Conference on Robotics and Automation (ICRA), 2019
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
307
29
0
07 Oct 2019
Learning Visual Relation Priors for Image-Text Matching and Image
  Captioning with Neural Scene Graph Generators
Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators
Kuang-Huei Lee
Hamid Palangi
Xi Chen
Houdong Hu
Jianfeng Gao
VLM
154
40
0
22 Sep 2019
Reflective Decoding Network for Image Captioning
Reflective Decoding Network for Image CaptioningIEEE International Conference on Computer Vision (ICCV), 2019
Lei Ke
Wenjie Pei
Ruiyu Li
Xiaoyong Shen
Yu-Wing Tai
ObjD
187
106
0
30 Aug 2019
Towards Unsupervised Image Captioning with Shared Multimodal Embeddings
Towards Unsupervised Image Captioning with Shared Multimodal EmbeddingsIEEE International Conference on Computer Vision (ICCV), 2019
Iro Laina
Christian Rupprecht
Nassir Navab
SSL
186
112
0
25 Aug 2019
Sequential Latent Spaces for Modeling the Intention During Diverse Image
  Captioning
Sequential Latent Spaces for Modeling the Intention During Diverse Image CaptioningIEEE International Conference on Computer Vision (ICCV), 2019
J. Aneja
Harsh Agrawal
Dhruv Batra
Alex Schwing
BDLVLM
162
70
0
22 Aug 2019
Scene-based Factored Attention for Image Captioning
Scene-based Factored Attention for Image Captioning
Chen Shen
Rongrong Ji
Fuhai Chen
Xiaoshuai Sun
Xiangming Li
147
0
0
07 Aug 2019
Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph
  Generation
Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph GenerationACM Multimedia (ACM MM), 2019
Yadan Luo
Zi Huang
Zheng Zhang
Ziwei Wang
Jingjing Li
Yang Yang
123
40
0
01 Aug 2019
Trends in Integration of Vision and Language Research: A Survey of
  Tasks, Datasets, and Methods
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and MethodsJournal of Artificial Intelligence Research (JAIR), 2019
Aditya Mogadala
M. Kalimuthu
Dietrich Klakow
VLM
416
143
0
22 Jul 2019
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions
VIFIDEL: Evaluating the Visual Fidelity of Image DescriptionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Pranava Madhyastha
Josiah Wang
Lucia Specia
170
38
0
22 Jul 2019
Informative Image Captioning with External Sources of Information
Informative Image Captioning with External Sources of InformationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Sanqiang Zhao
Piyush Sharma
Tomer Levinboim
Radu Soricut
125
48
0
20 Jun 2019
Expressing Visual Relationships via Language
Expressing Visual Relationships via LanguageAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Hao Tan
Franck Dernoncourt
Zhe Lin
Trung Bui
Joey Tianyi Zhou
242
78
0
18 Jun 2019
Generating Diverse and Informative Natural Language Fashion Feedback
Generating Diverse and Informative Natural Language Fashion Feedback
Gil Sadeh
L. Fritz
Gabi Shalev
Eduard Oks
130
5
0
15 Jun 2019
Neural Keyphrase Generation via Reinforcement Learning with Adaptive
  Rewards
Neural Keyphrase Generation via Reinforcement Learning with Adaptive RewardsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Hou Pong Chan
Wang Chen
Lu Wang
Irwin King
172
88
0
10 Jun 2019
Context-Aware Visual Policy Network for Fine-Grained Image Captioning
Context-Aware Visual Policy Network for Fine-Grained Image CaptioningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Zhengjun Zha
Daqing Liu
Hanwang Zhang
Yongdong Zhang
Feng Wu
176
133
0
06 Jun 2019
Interactive Image Generation Using Scene Graphs
Interactive Image Generation Using Scene Graphs
Gaurav Mittal
Shubham Agrawal
Anuva Agarwal
Sushant Mehta
Tanya Marwah
GNN
177
55
0
09 May 2019
PR Product: A Substitute for Inner Product in Neural Networks
PR Product: A Substitute for Inner Product in Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2019
Zhennan Wang
Wenbin Zou
Chen Xu
125
6
0
30 Apr 2019
Self-critical n-step Training for Image Captioning
Self-critical n-step Training for Image Captioning
Junlong Gao
Shiqi Wang
Shanshe Wang
Siwei Ma
Wen Gao
180
60
0
15 Apr 2019
Describing like humans: on diversity in image captioning
Describing like humans: on diversity in image captioning
Qingzhong Wang
Antoni B. Chan
229
106
0
28 Mar 2019
Boosted Attention: Leveraging Human Attention for Image Captioning
Boosted Attention: Leveraging Human Attention for Image CaptioningEuropean Conference on Computer Vision (ECCV), 2018
Shi Chen
Qi Zhao
184
49
0
18 Mar 2019
COMIC: Towards A Compact Image Captioning Model with Attention
COMIC: Towards A Compact Image Captioning Model with AttentionIEEE transactions on multimedia (IEEE TMM), 2019
J. Tan
Chee Seng Chan
Joon Huang Chuah
VLM
326
44
0
04 Mar 2019
Improving Sequence-to-Sequence Learning via Optimal Transport
Improving Sequence-to-Sequence Learning via Optimal Transport
Liqun Chen
Yizhe Zhang
Ruiyi Zhang
Chenyang Tao
Zhe Gan
Haichao Zhang
Bai Li
Dinghan Shen
Changyou Chen
Lawrence Carin
OT
195
95
0
18 Jan 2019
From Plots to Endings: A Reinforced Pointer Generator for Story Ending
  Generation
From Plots to Endings: A Reinforced Pointer Generator for Story Ending Generation
Yan Zhao
Lu Liu
Chunhua Liu
Ruoyao Yang
Dong Yu
126
25
0
11 Jan 2019
Not All Words are Equal: Video-specific Information Loss for Video
  Captioning
Not All Words are Equal: Video-specific Information Loss for Video Captioning
Jiarong Dong
Ke Gao
Xiaokai Chen
Junbo Guo
Juan Cao
Yongdong Zhang
134
8
0
01 Jan 2019
Hierarchical LSTMs with Adaptive Attention for Visual Captioning
Hierarchical LSTMs with Adaptive Attention for Visual Captioning
Jingkuan Song
Xiangpeng Li
Lianli Gao
Heng Tao Shen
169
231
0
26 Dec 2018
nocaps: novel object captioning at scale
nocaps: novel object captioning at scale
Harsh Agrawal
Karan Desai
Yufei Wang
Xinlei Chen
Rishabh Jain
Mark Johnson
Dhruv Batra
Devi Parikh
Stefan Lee
Peter Anderson
VLM
386
589
0
20 Dec 2018
Adversarial Inference for Multi-Sentence Video Description
Adversarial Inference for Multi-Sentence Video Description
J. S. Park
Marcus Rohrbach
Trevor Darrell
Anna Rohrbach
258
89
0
13 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation
Counterfactual Critic Multi-Agent Training for Scene Graph Generation
Long Chen
Hanwang Zhang
Jun Xiao
Xiangnan He
Shiliang Pu
Shih-Fu Chang
301
165
0
06 Dec 2018
Show, Control and Tell: A Framework for Generating Controllable and
  Grounded Captions
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
DiffM
278
196
0
26 Nov 2018
Strength in Numbers: Trading-off Robustness and Computation via
  Adversarially-Trained Ensembles
Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles
Edward Grefenstette
Robert Stanforth
Brendan O'Donoghue
J. Uesato
G. Swirszcz
Pushmeet Kohli
AAML
189
18
0
22 Nov 2018
Intention Oriented Image Captions with Guiding Objects
Intention Oriented Image Captions with Guiding ObjectsComputer Vision and Pattern Recognition (CVPR), 2018
Yue Zheng
Yali Li
Shengjin Wang
188
56
0
19 Nov 2018
Image Captioning Based on a Hierarchical Attention Mechanism and Policy
  Gradient Optimization
Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization
Shiyang Yan
Yuan Xie
F. Wu
Jeremy S. Smith
Wenjin Lu
Bailing Zhang
107
6
0
13 Nov 2018
A sequential guiding network with attention for image captioning
A sequential guiding network with attention for image captioning
Daouda Sow
Zengchang Qin
Mouhamed Niasse
T. Wan
222
3
0
01 Nov 2018
Gated Hierarchical Attention for Image Captioning
Gated Hierarchical Attention for Image Captioning
Qingzhong Wang
Antoni B. Chan
133
19
0
30 Oct 2018
Deep Reinforcement Learning
Deep Reinforcement Learning
Yuxi Li
VLMOffRL
367
143
0
15 Oct 2018
Bringing back simplicity and lightliness into neural image captioning
Bringing back simplicity and lightliness into neural image captioning
Jean-Benoit Delbrouck
Stéphane Dupont
131
5
0
15 Oct 2018
A Comprehensive Survey of Deep Learning for Image Captioning
A Comprehensive Survey of Deep Learning for Image Captioning
Md Zakir Hossain
Ferdous Sohel
M. Shiratuddin
Hamid Laga
VLM3DV
309
850
0
06 Oct 2018
Closed-Book Training to Improve Summarization Encoder Memory
Closed-Book Training to Improve Summarization Encoder Memory
Yichen Jiang
Joey Tianyi Zhou
RALM
160
29
0
12 Sep 2018
Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18
  Multimodal Machine Translation System Report
Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report
Renjie Zheng
Yilin Yang
Mingbo Ma
Liang Huang
190
8
0
31 Aug 2018
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and
  Comprehensive Image Captions
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions
Fenglin Liu
Xuancheng Ren
Yuanxin Liu
Houfeng Wang
Xu Sun
216
70
0
27 Aug 2018
Context-Aware Visual Policy Network for Sequence-Level Image Captioning
Context-Aware Visual Policy Network for Sequence-Level Image Captioning
Daqing Liu
Zhengjun Zha
Hanwang Zhang
Yongdong Zhang
Feng Wu
CLIP
262
104
0
16 Aug 2018
Recurrent Fusion Network for Image Captioning
Recurrent Fusion Network for Image Captioning
Wenhao Jiang
Lin Ma
Yu-Gang Jiang
Wen Liu
Tong Zhang
ObjD
222
255
0
26 Jul 2018
Video Storytelling: Textual Summaries for Events
Video Storytelling: Textual Summaries for Events
Junnan Li
Yongkang Wong
Qi Zhao
Mohan Kankanhalli
DiffM
228
49
0
25 Jul 2018
Robust Text-to-SQL Generation with Execution-Guided Decoding
Robust Text-to-SQL Generation with Execution-Guided Decoding
Chenglong Wang
Kedar Tatwawadi
Marc Brockschmidt
Po-Sen Huang
Yi Mao
Oleksandr Polozov
Rishabh Singh
308
110
0
09 Jul 2018
Learning to Evaluate Image Captioning
Learning to Evaluate Image Captioning
Huayu Chen
Guandao Yang
Andreas Veit
Xun Huang
Serge J. Belongie
231
157
0
17 Jun 2018
Mining for meaning: from vision to language through multiple networks
  consensus
Mining for meaning: from vision to language through multiple networks consensus
Iulia Duta
Andrei Liviu Nicolicioiu
Simion-Vlad Bogolin
Marius Leordeanu
162
3
0
05 Jun 2018
Fast, Diverse and Accurate Image Captioning Guided By Part-of-Speech
Fast, Diverse and Accurate Image Captioning Guided By Part-of-Speech
Aditya Deshpande
J. Aneja
Liwei Wang
Alex Schwing
David A. Forsyth
214
157
0
31 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models
Deep Reinforcement Learning For Sequence to Sequence Models
Yaser Keneshloo
Tian Shi
Naren Ramakrishnan
Chandan K. Reddy
AIMat3DVOffRL
288
237
0
24 May 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report
  Generation
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation
Yuan Li
Xiaodan Liang
Zhiting Hu
Eric Xing
MedIm
319
399
0
21 May 2018
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