Murari Mandal

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 58

Top Topics

Change Detection

Neural Architecture

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Adit Goyal, Murari Mandal, Vikas Hassija, Moayad Aloqaily, Vinay Chamola
Captionomaly: A Deep Learning Toolbox for Anomaly Captioning in Social Surveillance Systems. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Yash Sinha, Murari Mandal, Mohan S. Kankanhalli
Multi-Modal Recommendation Unlearning. CoRR (2024)
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang
A Universal Metric for Robust Evaluation of Synthetic Tabular Data. IEEE Trans. Artif. Intell. 5 (1) (2024)
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan S. Kankanhalli
EcoVal: An Efficient Data Valuation Framework for Machine Learning. CoRR (2024)
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan S. Kankanhalli
EcoVal: An Efficient Data Valuation Framework for Machine Learning. KDD (2024)
Monu Verma, Murari Mandal, M. Satish Kumar Reddy, Yashwanth Reddy Meedimale, Santosh Kumar Vipparthi
Efficient neural architecture search for emotion recognition. Expert Syst. Appl. 224 (2023)
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
Zero-Shot Machine Unlearning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Murari Mandal, Yashwanth Reddy Meedimale, M. Satish Kumar Reddy, Santosh Kumar Vipparthi
Neural Architecture Search for Image Dehazing. IEEE Trans. Artif. Intell. 4 (5) (2023)
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher. AAAI (2023)
Monu Verma, Murari Mandal, M. Satish Kumar Reddy, Yashwanth Reddy Meedimale, Santosh Kumar Vipparthi
Efficient Neural Architecture Search for Emotion Recognition. CoRR (2023)
Yash Sinha, Murari Mandal, Mohan S. Kankanhalli
Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation. CoRR (2023)
Ayush Kumar Tarun, Vikram Singh Chundawat, Murari Mandal, Mohan S. Kankanhalli
Deep Regression Unlearning. ICML (2023)
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli
Deep Regression Unlearning. CoRR (2022)
Murari Mandal, Santosh Kumar Vipparthi
Scene Independency Matters: An Empirical Study of Scene Dependent and Scene Independent Evaluation for CNN-Based Change Detection. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Aryan Mehra, Murari Mandal, Pratik Narang, Vinay Chamola
Correction to "ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions". IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang
TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data. CoRR (2022)
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher. CoRR (2022)
Monu Verma, M. Satish Kumar Reddy, Yashwanth Reddy Meedimale, Murari Mandal, Santosh Kumar Vipparthi
AutoMER: Spatiotemporal Neural Architecture Search for Microexpression Recognition. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Murari Mandal, Santosh Kumar Vipparthi
An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Anirudh Srinivasan Chakravarthy, Soumendu Sinha, Pratik Narang, Murari Mandal, Vinay Chamola, F. Richard Yu
DroneSegNet: Robust Aerial Semantic Segmentation for UAV-Based IoT Applications. IEEE Trans. Veh. Technol. 71 (4) (2022)
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
Zero-Shot Machine Unlearning. CoRR (2022)
Ayush Jain, Rohit Ramaprasad, Pratik Narang, Murari Mandal, Vinay Chamola, F. Richard Yu, Mohsen Guizani
AI-Enabled Object Detection in UAVs: Challenges, Design Choices, and Research Directions. IEEE Netw. 35 (4) (2021)
Murari Mandal, Vansh Dhar, Abhishek Mishra, Santosh Kumar Vipparthi, Mohamed Abdel-Mottaleb
3DCD: Scene Independent End-to-End Spatiotemporal Feature Learning Framework for Change Detection in Unseen Videos. IEEE Trans. Image Process. 30 (2021)
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli
Fast Yet Effective Machine Unlearning. CoRR (2021)
Prateek Garg, Murari Mandal, Pratik Narang
Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement. CoRR (2021)
Aditya Mehta, Harsh Sinha, Murari Mandal, Pratik Narang
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing. WACV (2021)
Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract). AAAI (2021)
Murari Mandal, Santosh Kumar Vipparthi
An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs. CoRR (2021)
Prateek Garg, Murari Mandal, Pratik Narang
Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract). AAAI (2021)
Aryan Mehra, Pratik Narang, Murari Mandal
TheiaNet: Towards fast and inexpensive CNN design choices for image dehazing. J. Vis. Commun. Image Represent. 77 (2021)
Aryan Mehra, Murari Mandal, Pratik Narang, Vinay Chamola
ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping. CoRR (2021)
Prateek Garg, Anirudh Srinivasan Chakravarthy, Murari Mandal, Pratik Narang, Vinay Chamola, Mohsen Guizani
ISDNet: AI-enabled Instance Segmentation of Aerial Scenes for Smart Cities. ACM Trans. Internet Techn. 21 (3) (2021)
Murari Mandal, Manal Shah, Prashant Meena, Sanhita Devi, Santosh Kumar Vipparthi
AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data. IEEE Geosci. Remote. Sens. Lett. 17 (3) (2020)
Aditya Mehta, Harsh Sinha, Murari Mandal, Pratik Narang
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing. CoRR (2020)
Aditya Mehta, Harsh Sinha, Pratik Narang, Murari Mandal
HIDeGan: A Hyperspectral-guided Image Dehazing GAN. CVPR Workshops (2020)
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, Joochan 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
VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (4) (2020)
Murari Mandal, Lav Kush Kumar, Santosh Kumar Vipparthi
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos. ACM Multimedia (2020)
Murari Mandal, Lav Kush Kumar, Mahipal Singh Saran, Santosh Kumar Vipparthi
MotionRec: A Unified Deep Framework for Moving Object Recognition. WACV (2020)
Murari Mandal, Lav Kush Kumar, Santosh Kumar Vipparthi
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos. CoRR (2020)
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
NTIRE 2020 Challenge on NonHomogeneous Dehazing. CVPR Workshops (2020)
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
AIM 2020 Challenge on Image Extreme Inpainting. ECCV Workshops (3) (2020)
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
NTIRE 2020 Challenge on NonHomogeneous Dehazing. CoRR (2020)
Shivangi Dwivedi, Murari Mandal, Shekhar Yadav, Santosh Kumar Vipparthi
3D CNN with Localized Residual Connections for Hyperspectral Image Classification. CoRR (2019)
Murari Mandal, Vansh Dhar, Abhishek Mishra, Santosh Kumar Vipparthi
3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change Detection. CoRR (2019)
Kuldeep Marotirao Biradar, Ayushi Gupta, Murari Mandal, Santosh Kumar Vipparthi
Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos. CVPR Workshops (2019)
Murari Mandal, Manal Shah, Prashant Meena, Santosh Kumar Vipparthi
SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes. ICIP (2019)
Murari Mandal, Mallika Chaudhary, Santosh Kumar Vipparthi, Subrahmanyam Murala, Anil Balaji Gonde, Shyam Krishna Nagar
ANTIC: antithetic isomeric cluster patterns for medical image retrieval and change detection. IET Comput. Vis. 13 (1) (2019)
Murari Mandal, Manal Shah, Prashant Meena, Sanhita Devi, Santosh Kumar Vipparthi
AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data. CoRR (2019)
Murari Mandal, Manal Shah, Prashant Meena, Santosh Kumar Vipparthi
SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes. CoRR (2019)
Murari Mandal, Vansh Dhar, Abhishek Mishra, Santosh Kumar Vipparthi
3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change Detection. IEEE Signal Process. Lett. 26 (12) (2019)
Shivangi Dwivedi, Murari Mandal, Shekhar Yadav, Santosh Kumar Vipparthi
3D CNN with Localized Residual Connections for Hyperspectral Image Classification. CVIP (2) (2019)
Kuldeep Marotirao Biradar, Ayushi Gupta, Murari Mandal, Santosh Kumar Vipparthi
Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos. CoRR (2019)
Murari Mandal, Monu Verma, Sonakshi Mathur, Santosh Kumar Vipparthi, Subrahmanyam Murala, Kranthi Kumar Deveerasetty
Regional adaptive affinitive patterns (RADAP) with logical operators for facial expression recognition. IET Image Process. 13 (5) (2019)
Murari Mandal, Prafulla Saxena, Santosh Kumar Vipparthi, Subrahmanyam Murala
CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction. ICPR (2018)
Sonakshi Mathur, Mallika Chaudhary, Hemant Verma, Murari Mandal, Santosh Kumar Vipparthi, Subrahmanyam Murala
Multichannel Distributed Local Pattern for Content Based Indexing and Retrieval. CoRR (2018)
Murari Mandal, Prafulla Saxena, Santosh Kumar Vipparthi, Subrahmanyam Murala
CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction. CoRR (2018)
Murari Mandal, Gaurav Sharma, Anil K. Verma
A Computational Review of Identity-based Signcryption Schemes. Int. J. Netw. Secur. 18 (5) (2016)