Murari Mandal

According to our database, Murari Mandal authored at least 42 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Captionomaly: A Deep Learning Toolbox for Anomaly Captioning in Social Surveillance Systems.

Adit Goyal, Murari Mandal, Vikas Hassija, Moayad Aloqaily, Vinay Chamola

IEEE Trans. Comput. Soc. Syst., February, 2024

A Universal Metric for Robust Evaluation of Synthetic Tabular Data.

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang

IEEE Trans. Artif. Intell., January, 2024

EcoVal: An Efficient Data Valuation Framework for Machine Learning.

Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan S. Kankanhalli

CoRR, 2024

2023

Neural Architecture Search for Image Dehazing.

Murari Mandal, Yashwanth Reddy Meedimale, M. Satish Kumar Reddy, Santosh Kumar Vipparthi

IEEE Trans. Artif. Intell., October, 2023

Efficient neural architecture search for emotion recognition.

Monu Verma, Murari Mandal, M. Satish Kumar Reddy, Yashwanth Reddy Meedimale, Santosh Kumar Vipparthi

Expert Syst. Appl., August, 2023

Zero-Shot Machine Unlearning.

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli

IEEE Trans. Inf. Forensics Secur., 2023

Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation.

Yash Sinha, Murari Mandal, Mohan S. Kankanhalli

CoRR, 2023

Deep Regression Unlearning.

Ayush Kumar Tarun, Vikram Singh Chundawat, Murari Mandal, Mohan S. Kankanhalli

Proceedings of the International Conference on Machine Learning, 2023

Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher.

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

DroneSegNet: Robust Aerial Semantic Segmentation for UAV-Based IoT Applications.

Anirudh Srinivasan Chakravarthy, Soumendu Sinha, Pratik Narang, Murari Mandal, Vinay Chamola, F. Richard Yu

IEEE Trans. Veh. Technol., 2022

AutoMER: Spatiotemporal Neural Architecture Search for Microexpression Recognition.

Monu Verma, M. Satish Kumar Reddy, Yashwanth Reddy Meedimale, Murari Mandal, Santosh Kumar Vipparthi

IEEE Trans. Neural Networks Learn. Syst., 2022

Correction to "ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions".

Aryan Mehra, Murari Mandal, Pratik Narang, Vinay Chamola

IEEE Trans. Intell. Transp. Syst., 2022

An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs.

Murari Mandal, Santosh Kumar Vipparthi

IEEE Trans. Intell. Transp. Syst., 2022

Scene Independency Matters: An Empirical Study of Scene Dependent and Scene Independent Evaluation for CNN-Based Change Detection.

Murari Mandal, Santosh Kumar Vipparthi

IEEE Trans. Intell. Transp. Syst., 2022

TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data.

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang

CoRR, 2022

2021

ISDNet: AI-enabled Instance Segmentation of Aerial Scenes for Smart Cities.

Prateek Garg, Anirudh Srinivasan Chakravarthy, Murari Mandal, Pratik Narang, Vinay Chamola, Mohsen Guizani

ACM Trans. Internet Techn., 2021

ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions.

Aryan Mehra, Murari Mandal, Pratik Narang, Vinay Chamola

IEEE Trans. Intell. Transp. Syst., 2021

3DCD: Scene Independent End-to-End Spatiotemporal Feature Learning Framework for Change Detection in Unseen Videos.

Murari Mandal, Vansh Dhar, Abhishek Mishra, Santosh Kumar Vipparthi, Mohamed Abdel-Mottaleb

IEEE Trans. Image Process., 2021

AI-Enabled Object Detection in UAVs: Challenges, Design Choices, and Research Directions.

Ayush Jain, Rohit Ramaprasad, Pratik Narang, Murari Mandal, Vinay Chamola, F. Richard Yu, Mohsen Guizani

IEEE Netw., 2021

TheiaNet: Towards fast and inexpensive CNN design choices for image dehazing.

Aryan Mehra, Pratik Narang, Murari Mandal

J. Vis. Commun. Image Represent., 2021

Fast Yet Effective Machine Unlearning.

Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli

CoRR, 2021

Learning to Enhance Visual Quality via Hyperspectral Domain Mapping.

Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang

CoRR, 2021

Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement.

Prateek Garg, Murari Mandal, Pratik Narang

CoRR, 2021

Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing.

Aditya Mehta, Harsh Sinha, Murari Mandal, Pratik Narang

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract).

Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract).

Prateek Garg, Murari Mandal, Pratik Narang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data.

Murari Mandal, Manal Shah, Prashant Meena, Sanhita Devi, Santosh Kumar Vipparthi

IEEE Geosci. Remote. Sens. Lett., 2020

MotionRec: A Unified Deep Framework for Moving Object Recognition.

Murari Mandal, Lav Kush Kumar, Mahipal Singh Saran, Santosh Kumar Vipparthi

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos.

Murari Mandal, Lav Kush Kumar, Santosh Kumar Vipparthi

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

AIM 2020 Challenge on Image Extreme Inpainting.

Evangelos Ntavelis, Andrés Romero, Siavash Bigdeli, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Chajin Shin, Taeoh Kim, Hanbin Son, Sangyoun Lee, Chao Li, Fu Li, Dongliang He, Shilei Wen, Errui Ding, Mengmeng Bai, Shuchen Li, Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman, Huchuan Lu, Weijian Zeng, Haopeng Ni, Yiyang Cai, Chenghua Li, Dejia Xu, Haoning Wu, Yu Han, S. M. Nadim Uddin, Hae Woong Jang, Soikat Hasan Ahmed, Jungmin Yoon, Yong Ju Jung, Chu-Tak Li, Zhi-Song Liu, Li-Wen Wang, Wan-Chi Siu, Daniel Pak-Kong Lun, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Pratik Narang, Murari Mandal, Pranjal Singh Chauhan

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results.

Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Apostolos Axenopoulos, Arne Schumann, Athanasios Psaltis, Ayush Jain, Bin Dong, Changlin Li, Chen Chen, Chengzhen Duan, Chongyang Zhang, Daniel Stadler, Dheeraj Reddy Pailla, Dong Yin, Faizan Khan, Fanman Meng, Guangyu Gao, Guosheng Zhang, Hansheng Chen, Hao Zhou, Haonian Xie, Heqian Qiu, Hongliang Li, Ioannis Athanasiadis, Jincai Cui, Jingkai Zhou, Jong Hwan Ko, Joo Chan Lee, Jun Yu, Jungyeop Yoo, Lars Wilko Sommer, Lu Xiong, Michael Schleiss, Ming-Hsuan Yang, Mingyu Liu, Minjian Zhang, Murari Mandal, Petros Daras, Pratik Narang, Qiong Liu, Qiu Shi, Qizhang Lin, Rohit Ramaprasad, Sai Wang, Sarvesh Mehta, Shuai Li, Shuqin Huang, Sungtae Moon, Taijin Zhao, Ting Sun, Wei Guo, Wei Tian, Weida Qin, Weiping Yu, Wenxiang Lin, Xi Zhao, Xiaogang Jia, Xin He, Xingjie Zhao, Xuanxin Liu, Yan Ding, Yan Luo, Yang Xiao, Yi Wang, Yingjie Liu, Yongwoo Kim, Yu Sun, Yuehan Yao, Yuyao Huang, Zehui Gong, Zhenyu Xu, Zhipeng Luo, Zhiguo Cao, Zhiwei Wei, Zhongjie Fan, Zichen Song, Ziming Liu

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

HIDeGan: A Hyperspectral-guided Image Dehazing GAN.

Aditya Mehta, Harsh Sinha, Pratik Narang, Murari Mandal

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NTIRE 2020 Challenge on NonHomogeneous Dehazing.

Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Jacob Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change Detection.

Murari Mandal, Vansh Dhar, Abhishek Mishra, Santosh Kumar Vipparthi

IEEE Signal Process. Lett., 2019

Regional adaptive affinitive patterns (RADAP) with logical operators for facial expression recognition.

Murari Mandal, Monu Verma, Sonakshi Mathur, Santosh Kumar Vipparthi, Subrahmanyam Murala, Kranthi Kumar Deveerasetty

IET Image Process., 2019

ANTIC: antithetic isomeric cluster patterns for medical image retrieval and change detection.

Murari Mandal, Mallika Chaudhary, Santosh Kumar Vipparthi, Subrahmanyam Murala, Anil Balaji Gonde, Shyam Krishna Nagar

IET Comput. Vis., 2019

SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes.

Murari Mandal, Manal Shah, Prashant Meena, Santosh Kumar Vipparthi

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos.

Kuldeep Marotirao Biradar, Ayushi Gupta, Murari Mandal, Santosh Kumar Vipparthi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

3D CNN with Localized Residual Connections for Hyperspectral Image Classification.

Shivangi Dwivedi, Murari Mandal, Shekhar Yadav, Santosh Kumar Vipparthi

Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

2018

Multichannel Distributed Local Pattern for Content Based Indexing and Retrieval.

Sonakshi Mathur, Mallika Chaudhary, Hemant Verma, Murari Mandal, Santosh Kumar Vipparthi, Subrahmanyam Murala

CoRR, 2018

CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction.

Murari Mandal, Prafulla Saxena, Santosh Kumar Vipparthi, Subrahmanyam Murala

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2016

A Computational Review of Identity-based Signcryption Schemes.

Murari Mandal, Gaurav Sharma, Anil K. Verma

Int. J. Netw. Secur., 2016