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Improved Image Captioning via Policy Gradient optimization of SPIDEr

1 December 2016

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

32 / 232 papers shown

Title
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation Qiuyuan Huang Zhe Gan Asli Celikyilmaz D. Wu Jianfeng Wang Xiaodong He BDL 207 96 0 21 May 2018
Improving Image Captioning with Conditional Generative Adversarial Nets Chen Chen Shuai Mu Wanpeng Xiao Zexiong Ye Liesi Wu Qi Ju GAN 335 100 0 18 May 2018
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text A. Mathews Lexing Xie Xuming He VLM 137 116 0 18 May 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 159 82 0 10 May 2018
Adversarial Semantic Alignment for Improved Image Captions Pierre Dognin Igor Melnyk Youssef Mroueh Jerret Ross Tom Sercu 123 16 0 30 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 678 880 0 04 Apr 2018
Generating Diverse and Accurate Visual Captions by Comparative Adversarial Learning Dianqi Li Qiuyuan Huang Xiaodong He Lei Zhang Ming-Ting Sun 140 50 0 03 Apr 2018
Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data Xihui Liu Jiaming Song Jing Shao Dapeng Chen Xiaogang Wang 189 142 0 22 Mar 2018
End-to-End Video Captioning with Multitask Reinforcement Learning Lijun Li Boqing Gong 126 59 0 21 Mar 2018
Unpaired Image Captioning by Language PivotingEuropean Conference on Computer Vision (ECCV), 2018 Jiuxiang Gu Shafiq Joty Jianfei Cai G. Wang 221 88 0 14 Mar 2018
Discriminability objective for training descriptive captions Ruotian Luo Brian L. Price Scott D. Cohen Gregory Shakhnarovich 229 208 0 12 Mar 2018
Deep Reinforcement Learning for Image Hashing Yuxin Peng Jian Zhang Zhaoda Ye 119 48 0 07 Feb 2018
Consensus-based Sequence Training for Video Captioning Sang Phan Le G. Henter Yusuke Miyao Shiníchi Satoh 3DV 68 22 0 27 Dec 2017
Video Captioning via Hierarchical Reinforcement Learning Xin Eric Wang Wenhu Chen Jiawei Wu Yuan-fang Wang William Yang Wang 190 248 0 29 Nov 2017
Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards Junjie Zhang Qi Wu Chunhua Shen Jian Zhang Jianfeng Lu Anton Van Den Hengel LRM 141 29 0 21 Nov 2017
Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space Liwei Wang Alex Schwing Svetlana Lazebnik CoGe 177 178 0 19 Nov 2017
Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries Bohan Zhuang Qi Wu Chunhua Shen Ian Reid Anton Van Den Hengel ObjD 139 142 0 17 Nov 2017
Contrastive Learning for Image Captioning Bo Dai Dahua Lin SSL VLM 146 201 0 06 Oct 2017
Learning Functional Causal Models with Generative Neural Networks Hugo Jair Escalante Sergio Escalera Xavier Baro Isabelle M Guyon Umut Güçlü Marcel van Gerven CML BDL 342 110 0 15 Sep 2017
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu Jianfei Cai G. Wang Tsuhan Chen 207 187 0 11 Sep 2017
Reinforced Video Captioning with Entailment RewardsConference on Empirical Methods in Natural Language Processing (EMNLP), 2017 Ramakanth Pasunuru Joey Tianyi Zhou 145 118 0 07 Aug 2017
What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?International Conference on Natural Language Generation (INLG), 2017 Marc Tanti Albert Gatt K. Camilleri 138 60 0 07 Aug 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 526 4,495 0 25 Jul 2017
Actor-Critic Sequence Training for Image Captioning Li Zhang Flood Sung Feng Liu Tao Xiang S. Gong Yongxin Yang Timothy M. Hospedales 144 114 0 29 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog ModelNeural Information Processing Systems (NeurIPS), 2017 Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 163 137 0 05 Jun 2017
Teaching Machines to Describe Images via Natural Language Feedback Huan Ling Sanja Fidler 213 46 0 01 Jun 2017
Adversarial Ranking for Language GenerationNeural Information Processing Systems (NeurIPS), 2017 Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 236 345 0 31 May 2017
Bayesian Recurrent Neural Networks Meire Fortunato Charles Blundell Oriol Vinyals BDL 321 200 0 10 Apr 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 222 398 0 30 Mar 2017
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Rakshith Shetty Marcus Rohrbach Lisa Anne Hendricks Mario Fritz Bernt Schiele 161 13 0 30 Mar 2017
Towards Diverse and Natural Image Descriptions via a Conditional GAN Bo Dai Sanja Fidler R. Urtasun Dahua Lin GAN 204 473 0 17 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 727 1,717 0 25 Jan 2017