Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey

25 August 2021

Ngan Le

Papers citing "Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey"

37 / 37 papers shown

Title
Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging Hanae Elmekki Saidul Islam Ahmed Alagha Hani Sami Amanda Spilkin ... Philippe Pibarot R. Mizouni Hadi Otrok Shakti Singh Azzam Mourad OffRL 46 0 0 19 Mar 2025
Learning Vision-Based Neural Network Controllers with Semi-Probabilistic Safety Guarantees Xinhang Ma Junlin Wu Hussein Sibai Y. Kantaros Yevgeniy Vorobeychik 68 0 0 28 Feb 2025
PPO-MI: Efficient Black-Box Model Inversion via Proximal Policy Optimization Xinpeng Shou 99 0 0 21 Feb 2025
Variational Auto-encoder Based Solutions to Interactive Dynamic Influence Diagrams Yinghui Pan Biyang Ma Hanyi Zhang Yifeng Zeng AI4CE 27 0 0 30 Sep 2024
Cauchy activation function and XNet Xin Li Zhihong Xia Hongkun Zhang 187 6 0 28 Sep 2024
Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object Detection Matthias Bartolo D. Seychell Josef Bajada 44 1 0 13 Aug 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 166 1 0 01 Jul 2024
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 66 2 0 19 May 2024
CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect Minh Q. Tran Sang Truong Arthur F. A. Fernandes Michael Kidd Ngan Le ViT 100 4 0 17 Apr 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving Jinlong Li Baolu Li Zhengzhong Tu Xinyu Liu Qing Guo Felix Juefei Xu Runsheng Xu Hongkai Yu DiffM 123 26 0 07 Apr 2024
Subequivariant Reinforcement Learning Framework for Coordinated Motion Control Haoyu Wang Jue Chen Xihe Qiu Chao Qu 87 2 0 22 Mar 2024
A Survey of Blockchain, Artificial Intelligence, and Edge Computing for Web 3.0 Jianjun Zhu Fan Li Jinyuan Chen 95 8 0 22 Nov 2023
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization Hongzheng Yang Cheng Chen Yueyao Chen Markus Scheppach Hon-Chi Yip Qi Dou EDL UQCV 70 8 0 05 Nov 2023
SolarFormer: Multi-scale Transformer for Solar PV Profiling Adrian de Luis Minh-Triet Tran Taisei Hanyu Anh Tran Haitao Liao Roy McCann Alan Mantooth Ying Huang Ngan Le 70 3 0 30 Oct 2023
Reinforced UI Instruction Grounding: Towards a Generic UI Task Automation API Zhizheng Zhang Wenxuan Xie Xiaoyi Zhang Yan Lu 72 13 0 07 Oct 2023
Reinforcement Learning-based Mixture of Vision Transformers for Video Violence Recognition Hamid Reza Mohammadi Ehsan Nazerfard Tahereh Firoozi ViT 64 2 0 04 Oct 2023
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 141 2 0 06 Sep 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 198 13 0 28 Aug 2023
A Game of Bundle Adjustment -- Learning Efficient Convergence Amir Belder R. Vivanti A. Tal 57 2 0 25 Aug 2023
A Decision Making Framework for Recommended Maintenance of Road Segments Haoyu Sun Yan Yan 13 0 0 19 Jul 2023
A Survey From Distributed Machine Learning to Distributed Deep Learning Mohammad Dehghani Zahra Yazdanparast 118 0 0 11 Jul 2023
Genes in Intelligent Agents Fu Feng Jing Wang Xu Yang Xin Geng AI4CE 50 9 0 17 Jun 2023
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models Shuai Zhao Xiaohan Wang Linchao Zhu Yezhou Yang VLM 104 23 0 29 May 2023
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU Farhad Shiri Thinagaran Perumal N. Mustapha Raihani Mohamed AILaw SyDa ELM AI4TS 115 155 0 27 May 2023
Constrained Proximal Policy Optimization Chengbin Xuan Feng Zhang Faliang Yin H. Lam 45 0 0 23 May 2023
Game-Theoretical Analysis of Reviewer Rewards in Peer-Review Journal Systems: Analysis and Experimental Evaluation using Deep Reinforcement Learning Minhyeok Lee 51 1 0 20 May 2023
Tuning computer vision models with task rewards André Susano Pinto Alexander Kolesnikov Yuge Shi Lucas Beyer Xiaohua Zhai VLM 77 41 0 16 Feb 2023
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 127 27 0 24 Oct 2022
Mastering Spatial Graph Prediction of Road Networks Sotiris Anagnostidis Aurelien Lucchi Thomas Hofmann GNN 59 1 0 03 Oct 2022
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning Thi-Thu-Hong Phan Duc Le Brijesh Patel Donald Adjeroh Jingxian Wu M. Jensen Ngan Le 77 11 0 30 Sep 2022
Susceptibility of Continual Learning Against Adversarial Attacks Hikmat Khan Pir Masoom Shah Syed Farhan Alam Zaidi S. M. Fakhrul Islam Qasim Zia AAML 96 9 0 11 Jul 2022
Online SuBmodular + SuPermodular (BP) Maximization with Bandit Feedback Adhyyan Narang Omid Sadeghi Lillian J. Ratliff Maryam Fazel J. Bilmes OffRL 62 1 0 07 Jul 2022
Reinforced Pedestrian Attribute Recognition with Group Optimization Reward Zhong Ji Zhenfei Hu Yaodong Wang Shengjia Li 52 5 0 21 May 2022
CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection Quanfu Fan Yilai Li Yuguang Yao J. M. Cohn Sijia Liu S. Vos M. Cianfrocco OffRL 38 8 0 15 Apr 2022
PolicyCleanse: Backdoor Detection and Mitigation in Reinforcement Learning Junfeng Guo Ang Li Cong Liu AAML 119 17 0 08 Feb 2022
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems Xu Kang Bin Song Jie Guo Zhijin Qin F. Yu 81 97 0 21 Dec 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 123 75 0 01 Jan 2021