Deep Reinforcement Learning-based Image Captioning with Embedding Reward

12 April 2017

Papers citing "Deep Reinforcement Learning-based Image Captioning with Embedding Reward"

40 / 40 papers shown

Title
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
Collaborative Multi-Agent Video Fast-Forwarding Shuyue Lan Zhilu Wang Ermin Wei A. Roy-Chowdhury Qi Zhu 28 3 0 27 May 2023
Prophet Attention: Predicting Attention with Future Attention for Image Captioning Fenglin Liu Xuancheng Ren Xian Wu Wei Fan Yuexian Zou Xu Sun 24 46 0 19 Oct 2022
Belief Revision based Caption Re-ranker with Visual Semantic Information Ahmed Sabir Francesc Moreno-Noguer Pranava Madhyastha Lluís Padró BDL 29 2 0 16 Sep 2022
Cross Modal Compression: Towards Human-comprehensible Semantic Compression Jiguo Li Chuanmin Jia Xinfeng Zhang Siwei Ma Wen Gao 19 18 0 06 Sep 2022
Explicit Image Caption Editing Zhen Wang Long Chen Wenbo Ma G. Han Yulei Niu Jian Shao Jun Xiao 25 12 0 20 Jul 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese Guosheng Lin SyDa ALM 135 240 0 05 Jul 2022
Consensus Graph Representation Learning for Better Grounded Image Captioning Wenqiao Zhang Haochen Shi Siliang Tang Jun Xiao Qiang Yu Yueting Zhuang 15 54 0 02 Dec 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 67 254 0 14 Jul 2021
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation Julia Ive A. Li Yishu Miao Ozan Caglayan Pranava Madhyastha Lucia Specia 29 10 0 22 Feb 2021
Image Captioning using Multiple Transformers for Self-Attention Mechanism Farrukh Olimov Shikha Dubey Labina Shrestha Tran Trung Tin M. Jeon ViT 34 2 0 14 Feb 2021
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 118 31 0 16 Oct 2020
Where is the Model Looking At?--Concentrate and Explain the Network Attention Wenjia Xu Jiuniu Wang Yang Wang Guangluan Xu Wei Dai Yirong Wu XAI 29 17 0 29 Sep 2020
Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework C. Sur 27 7 0 16 Feb 2020
MRRC: Multiple Role Representation Crossover Interpretation for Image Captioning With R-CNN Feature Distribution Composition (FDC) C. Sur 25 16 0 15 Feb 2020
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication Ruize Wang Zhongyu Wei Ying Cheng Piji Li Haijun Shan Ji Zhang Qi Zhang Xuanjing Huang VGen DiffM 20 13 0 11 Nov 2019
Context-Aware Visual Policy Network for Fine-Grained Image Captioning Zhengjun Zha Daqing Liu Hanwang Zhang Yongdong Zhang Feng Wu 25 119 0 06 Jun 2019
Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning Wei Zhang Bairui Wang Lin Ma Wei Liu 20 67 0 03 Jun 2019
Domain Adversarial Reinforcement Learning for Partial Domain Adaptation Jin Chen Xinxiao Wu Lixin Duan Shenghua Gao OOD 38 43 0 10 May 2019
Context and Attribute Grounded Dense Captioning Guojun Yin Lu Sheng Bin Liu Nenghai Yu Xiaogang Wang Jing Shao 16 75 0 02 Apr 2019
Boosted Attention: Leveraging Human Attention for Image Captioning Shi Chen Qi Zhao 24 47 0 18 Mar 2019
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 19 159 0 06 Dec 2018
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 17 381 0 17 Nov 2018
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 45 760 0 06 Oct 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 32 294 0 16 Sep 2018
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior Tszhang Guo Shiyu Chang Mo Yu Kun Bai 35 15 0 13 Sep 2018
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions Fenglin Liu Xuancheng Ren Yuanxin Liu Houfeng Wang Xu Sun 98 65 0 27 Aug 2018
Context-Aware Visual Policy Network for Sequence-Level Image Captioning Daqing Liu Zhengjun Zha Hanwang Zhang Yongdong Zhang Feng Wu CLIP 33 103 0 16 Aug 2018
Improving Image Captioning with Conditional Generative Adversarial Nets Chen Chen Shuai Mu Wanpeng Xiao Zexiong Ye Liesi Wu Qi Ju GAN 29 90 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 23 79 0 10 May 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Xin Eric Wang Wenhu Chen Yuan-fang Wang William Yang Wang 14 157 0 24 Apr 2018
Outline Objects using Deep Reinforcement Learning Zhenxin Wang S. Sarcar Jingxin Liu Yilin Zheng Xiangshi Ren SSeg 29 7 0 10 Apr 2018
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning K. Yu Chao Dong Liang Lin Chen Change Loy CLL OffRL 27 174 0 10 Apr 2018
Reconstruction Network for Video Captioning Bairui Wang Lin Ma Wei Zhang Wei Liu 35 317 0 30 Mar 2018
Discriminability objective for training descriptive captions Ruotian Luo Brian L. Price Scott D. Cohen Gregory Shakhnarovich 30 202 0 12 Mar 2018
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning Xiangyu Kong Bo Xin Fangchen Liu Yizhou Wang 21 44 0 20 Dec 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 40 29 0 21 Nov 2017
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding Jiahong Wu He Zheng Bo Zhao Yixin Li Baoming Yan ... Shipei Zhou G. Lin Yanwei Fu Yizhou Wang Yonggang Wang VLM 38 149 0 17 Nov 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017