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Journal Articles
- 2024
[j22]Kuldeep Marotirao Biradar, Murari Mandal, Sachin Dube, Santosh Kumar Vipparthi, Dinesh Kumar Tyagi:
Triplet-set feature proximity learning for video anomaly detection. Image Vis. Comput. 150: 105205 (2024)- [j21]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): 300-309 (2024) - [j20]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): 207-215 (2024) - [j19]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Fast Yet Effective Machine Unlearning. IEEE Trans. Neural Networks Learn. Syst. 35(9): 13046-13055 (2024) - 2023
- [j18]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: 119957 (2023) - [j17]Murari Mandal, Yashwanth Reddy Meedimale, M. Satish Kumar Reddy, Santosh Kumar Vipparthi:
Neural Architecture Search for Image Dehazing. IEEE Trans. Artif. Intell. 4(5): 1337-1347 (2023) - [j16]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli:
Zero-Shot Machine Unlearning. IEEE Trans. Inf. Forensics Secur. 18: 2345-2354 (2023) - 2022
- [j15]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): 2031-2044 (2022) - [j14]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): 2888 (2022) - [j13]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): 6101-6122 (2022) - [j12]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): 6116-6128 (2022) - [j11]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): 4277-4286 (2022) - 2021
- [j10]Aryan Mehra, Pratik Narang, Murari Mandal:
TheiaNet: Towards fast and inexpensive CNN design choices for image dehazing. J. Vis. Commun. Image Represent. 77: 103137 (2021) - [j9]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): 129-135 (2021) - [j8]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: 546-558 (2021) - [j7]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): 4256-4266 (2021) - [j6]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): 66:1-66:18 (2021) - 2020
- [j5]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): 494-498 (2020) - 2019
- [j4]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): 31-43 (2019) - [j3]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): 850-861 (2019) - [j2]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): 1882-1886 (2019) - 2016
- [j1]Murari Mandal, Gaurav Sharma, Anil K. Verma:
A Computational Review of Identity-based Signcryption Schemes. Int. J. Netw. Secur. 18(5): 969-977 (2016)
Conference and Workshop Papers
- 2024
- [c16]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: 2866-2875 - 2023
- [c15]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: 7210-7217 - [c14]Ayush Kumar Tarun, Vikram Singh Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Deep Regression Unlearning. ICML 2023: 33921-33939 - 2021
- [c13]Prateek Garg, Murari Mandal, Pratik Narang:
Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract). AAAI 2021: 15781-15782 - [c12]Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang:
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract). AAAI 2021: 15895-15896 - [c11]Aditya Mehta, Harsh Sinha, Murari Mandal, Pratik Narang:
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing. WACV 2021: 413-422 - 2020
- [c10]Aditya Mehta, Harsh Sinha, Pratik Narang, Murari Mandal:
HIDeGan: A Hyperspectral-guided Image Dehazing GAN. CVPR Workshops 2020: 846-856 - [c9]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: 2029-2044 - [c8]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:
VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. ECCV Workshops (4) 2020: 692-712 - [c7]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: 716-741 - [c6]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: 2626-2635 - [c5]Murari Mandal, Lav Kush Kumar, Mahipal Singh Saran, Santosh Kumar Vipparthi:
MotionRec: A Unified Deep Framework for Moving Object Recognition. WACV 2020: 2723-2732 - 2019
- [c4]Shivangi Dwivedi, Murari Mandal, Shekhar Yadav, Santosh Kumar Vipparthi:
3D CNN with Localized Residual Connections for Hyperspectral Image Classification. CVIP (2) 2019: 354-363 - [c3]Kuldeep Marotirao Biradar, Ayushi Gupta, Murari Mandal, Santosh Kumar Vipparthi:
Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos. CVPR Workshops 2019: 13-20 - [c2]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: 3098-3102 - 2018
- [c1]Murari Mandal, Prafulla Saxena, Santosh Kumar Vipparthi, Subrahmanyam Murala:
CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction. ICPR 2018: 2468-2473
Informal and Other Publications
- 2024
- [i24]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 abs/2402.09288 (2024) - [i23]Yash Sinha, Murari Mandal, Mohan S. Kankanhalli:
Multi-Modal Recommendation Unlearning. CoRR abs/2405.15328 (2024) - [i22]Romit Chatterjee, Vikram S. Chundawat, Ayush K. Tarun, Ankur A. Mali, Murari Mandal:
A Unified Framework for Continual Learning and Machine Unlearning. CoRR abs/2408.11374 (2024) - [i21]Aakash Sen Sharma, Niladri Sarkar, Vikram S. Chundawat, Ankur A. Mali, Murari Mandal:
Unlearning or Concealment? A Critical Analysis and Evaluation Metrics for Unlearning in Diffusion Models. CoRR abs/2409.05668 (2024) - 2023
- [i20]Monu Verma, Murari Mandal, M. Satish Kumar Reddy, Yashwanth Reddy Meedimale, Santosh Kumar Vipparthi:
Efficient Neural Architecture Search for Emotion Recognition. CoRR abs/2303.13653 (2023) - [i19]Yash Sinha, Murari Mandal, Mohan S. Kankanhalli:
Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation. CoRR abs/2309.16173 (2023) - 2022
- [i18]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli:
Zero-Shot Machine Unlearning. CoRR abs/2201.05629 (2022) - [i17]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 abs/2205.08096 (2022) - [i16]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang:
TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data. CoRR abs/2207.05295 (2022) - [i15]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Deep Regression Unlearning. CoRR abs/2210.08196 (2022) - 2021
- [i14]Prateek Garg, Murari Mandal, Pratik Narang:
Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement. CoRR abs/2102.05399 (2021) - [i13]Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang:
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping. CoRR abs/2102.05418 (2021) - [i12]Murari Mandal, Santosh Kumar Vipparthi:
An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs. CoRR abs/2105.01342 (2021) - [i11]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Fast Yet Effective Machine Unlearning. CoRR abs/2111.08947 (2021) - 2020
- [i10]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 abs/2005.03457 (2020) - [i9]Murari Mandal, Lav Kush Kumar, Santosh Kumar Vipparthi:
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos. CoRR abs/2008.01699 (2020) - [i8]Aditya Mehta, Harsh Sinha, Murari Mandal, Pratik Narang:
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing. CoRR abs/2011.03677 (2020) - 2019
- [i7]Kuldeep Marotirao Biradar, Ayushi Gupta, Murari Mandal, Santosh Kumar Vipparthi:
Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos. CoRR abs/1906.04574 (2019) - [i6]Murari Mandal, Manal Shah, Prashant Meena, Sanhita Devi, Santosh Kumar Vipparthi:
AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data. CoRR abs/1907.07477 (2019) - [i5]Murari Mandal, Manal Shah, Prashant Meena, Santosh Kumar Vipparthi:
SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes. CoRR abs/1909.00292 (2019) - [i4]Shivangi Dwivedi, Murari Mandal, Shekhar Yadav, Santosh Kumar Vipparthi:
3D CNN with Localized Residual Connections for Hyperspectral Image Classification. CoRR abs/1912.03000 (2019) - [i3]Murari Mandal, Vansh Dhar, Abhishek Mishra, Santosh Kumar Vipparthi:
3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change Detection. CoRR abs/1912.11891 (2019) - 2018
- [i2]Murari Mandal, Prafulla Saxena, Santosh Kumar Vipparthi, Subrahmanyam Murala:
CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction. CoRR abs/1804.07008 (2018) - [i1]Sonakshi Mathur, Mallika Chaudhary, Hemant Verma, Murari Mandal, Santosh Kumar Vipparthi, Subrahmanyam Murala:
Multichannel Distributed Local Pattern for Content Based Indexing and Retrieval. CoRR abs/1805.02679 (2018)
Coauthor Index
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