Dinesh Singh

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C Krishna MohanIIT HyderabadVerified email at iith.ac.in
Makoto YamadaOIST & FlatMinima Inc.Verified email at oist.jp
Chalavadi VishnuAssistant Professor, Indian Institute of Technology TirupatiVerified email at iittp.ac.in
Qiang HuangMBZUAI, Jilin UniversityVerified email at mails.jlu.edu.cn
Yi ChangJilin UniversityVerified email at acm.org
Yuan TianJiLin UniversityVerified email at jlu.edu.cn
Kunal DahiyaPhD Student, IIT DelhiVerified email at cse.iitd.ac.in
Sobhan BabuAssociate Professor, IIT HyderabadVerified email at cse.iith.ac.in
Dhiren PatelNIT Surat, IndiaVerified email at coed.svnit.ac.in
Dr. Modi Chirag N.National Institute of Technology Goa, IndiaVerified email at nitgoa.ac.in
Bhavesh BorisaniyaAsst. Professor, SSEC Bhavnagar, PhD (Sardar Vallabhbhai National Institute of Technology, Surat)Verified email at it.ssgec.ac.in
Debaditya RoyAssistant Professor, Dept. of CSE, IIT KharagpurVerified email at cse.iitkgp.ac.in
Héctor Climente-GonzálezNovo Nordisk Research Centre OxfordVerified email at novonordisk.com
Mathis PetrovichPhD Student, LIGM - Imagine, ENPCVerified email at enpc.fr
Nazil PerveenResearch Associate Univesity of ManchesterVerified email at manchester.ac.uk
Eiryo KawakamiTeam Leader, ADSP, R-IH, RIKEN; Professor, Artificial Intelligence Medicine, Chiba UniversityVerified email at riken.jp
Sumit MamtaniSDE-3 @walmart Global Tech , Research Associate @Harvard UniversityVerified email at nyu.edu
Arnav bhavsarIIT MandiVerified email at iitmandi.ac.in
Sushovan JenaIndian Institute of Technology MandiVerified email at students.iitmandi.ac.in
Sharad Joshi, Ph.D.IIT GandhinagarVerified email at iitgn.ac.in

Dinesh Singh

Assistant Professor, SCEE, IIT Mandi

Verified email at iitmandi.ac.in - Homepage

Machine Learning Computer Vision Deep Learning Biomedical


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Graphlime: Local interpretable model explanations for graph neural networks Q Huang, M Yamada, Y Tian, D Singh, Y Chang IEEE Transactions on Knowledge and Data Engineering 35 (7), 6968 - 6972, 2023	467	2023
Deep Spatio-temporal Representation for Detection of Road Accidents using Stacked Autoencoder D Singh, CK Mohan IEEE Transactions on Intelligent Transportation Systems 20 (3), 879-887, 2019	225	2019
Automatic Detection of Bike-riders without Helmet using Surveillance Videos in Real-time K Dahiya, D Singh, CK Mohan 2016 International Joint Conference on Neural Networks (IJCNN), 3046-3051, 2016	172	2016
Detection of Motorcyclists without Helmet in Videos using Convolutional Neural Network C Vishnu, D Singh, CK Mohan, S Babu 2017 International Joint Conference on Neural Networks (IJCNN), 3036-3041, 2017	159	2017
Graph Formulation of Video Activities for Abnormal Activity Recognition D Singh, CK Mohan Pattern Recognition 65, 265-272, 2017	145	2017
Collaborative IDS Framework for Cloud D Singh, D Patel, B Borisaniya, C Modi International Journal of Network Security 18 (4), 699-709, 2016	66	2016
Visual Big Data Analytics for Traffic Monitoring in Smart City D Singh, C Vishnu, CK Mohan 2016 15th IEEE international conference on machine learning and applications …, 2016	62	2016
Real-Time Detection of Motorcyclist without Helmet using Cascade of CNNs on Edge-device D Singh, C Vishnu, CK Mohan 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020	56	2020
DiP-SVM: Distribution Preserving Kernel Support Vector Machine for Big Data D Singh, D Roy, CK Mohan IEEE Transactions on Big Data 3 (1), 79-90, 2016	56	2016
FsNet: Feature Selection Network on High-dimensional Biological Data D Singh, H Climente-Gonzalez, M Petrovich, E Kawakami, M Yamada 2023 International Joint Conference on Neural Networks (IJCNN), 2023	55	2023
Spontaneous Facial Expression Recognition: A Part Based Approach N Perveen, D Singh, CK Mohan 2016 15th IEEE International Conference on Machine Learning and Applications …, 2016	55	2016
Fast-BoW: Scaling Bag-of-Visual-Words Generation D Singh, A Bhure, M Mamtani, Sumit, C Krishna British Machine Vision Conference, 2018	30	2018
Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace Partitioning D Singh, CK Mohan 2018 IEEE international conference on big data (big data), 74-83, 2018	14	2018
Distributed Quadratic Programming Solver for Kernel SVM using Genetic Algorithm D Singh, CK Mohan 2016 IEEE Congress on Evolutionary Computation (CEC), 152-159, 2016	14	2016
Nys-Curve: Nystrom-Approximated Curvature for Stochastic Optimization H Tankaria, D Singh, M Yamada arXiv preprint arXiv:2110.08577, 2021	7*	2021
A Study of Various Address Allocation Schemes for Mobile Ad Hoc Networks R Rohit, D Singh INTER-NATIONAL JOURNAL OF EMERGING TRENDS AND TECHNOLOGY IN COMPUTER SCIENCE …, 2014	5	2014
Unified anomaly detection methods on edge device using knowledge distillation and quantization S Jena, A Pulkit, K Singh, A Banerjee, S Joshi, A Ganesh, D Singh, ... arXiv preprint arXiv:2407.02968, 2024	2	2024
Graph Representation for Weakly-Supervised Spatio-Temporal Action Detection D Singh 2023 International Joint Conference on Neural Networks (IJCNN), 2023	1	2023
Tackling Data Heterogeneity in Federated Learning through Global Density Estimation S Ghosh, A Kushwaha, D Singh IEEE International Conference on Big Data, 2024		2024
Predicting Stress among Students via Psychometric Assessments and Machine Learning S Ghosh, HP Kamand, A Garg, D Singh, A Prasad, A Bhavsar, V Dutt PETRA, 2024		2024

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