Dinesh Singh

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Quadratic Program

Automatic Detection

Top Venues

Pattern Recognit.

Publications

Sushovan Jena, Arya Pulkit, Kajal Singh, Anoushka Banerjee, Sharad Joshi, Ananth Ganesh, Dinesh Singh, Arnav Bhavsar
Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization. CoRR (2024)
Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Yi Chang
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Hardik Tankaria, Dinesh Singh, Makoto Yamada
Nys-Curve: Nyström-Approximated Curvature for Stochastic Optimization. CoRR (2021)
Dinesh Singh, Makoto Yamada
FsNet: Feature Selection Network on High-dimensional Biological Data. CoRR (2020)
Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks. CoRR (2020)
Dinesh Singh, C. Vishnu, C. Krishna Mohan
Real-Time Detection of Motorcyclist without Helmet using Cascade of CNNs on Edge-device. ITSC (2020)
Dinesh Singh, Chalavadi Krishna Mohan
Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder. IEEE Trans. Intell. Transp. Syst. 20 (3) (2019)
Dinesh Singh, C. Krishna Mohan
Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace Partitioning. IEEE BigData (2018)
Dinesh Singh, Abhijeet Bhure, Sumit Mamtani, C. Krishna Mohan
Fast-BoW: Scaling Bag-of-Visual-Words Generation. BMVC (2018)
C. Vishnu, Dinesh Singh, C. Krishna Mohan, Sobhan Babu
Detection of motorcyclists without helmet in videos using convolutional neural network. IJCNN (2017)
Dinesh Singh, C. Krishna Mohan
Graph formulation of video activities for abnormal activity recognition. Pattern Recognit. 65 (2017)
Dinesh Singh, Debaditya Roy, C. Krishna Mohan
DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data. IEEE Trans. Big Data 3 (1) (2017)
Dinesh Singh, Dhiren Patel, Bhavesh Borisaniya, Chirag Modi
Collaborative IDS Framework for Cloud. Int. J. Netw. Secur. 18 (4) (2016)
Kunal Dahiya, Dinesh Singh, C. Krishna Mohan
Automatic detection of bike-riders without helmet using surveillance videos in real-time. IJCNN (2016)
Nazil Perveen, Dinesh Singh, C. Krishna Mohan
Spontaneous Facial Expression Recognition: A Part Based Approach. ICMLA (2016)
Dinesh Singh, C. Vishnu, C. Krishna Mohan
Visual Big Data Analytics for Traffic Monitoring in Smart City. ICMLA (2016)
Dinesh Singh, C. Krishna Mohan
Distributed quadratic programming solver for kernel SVM using genetic algorithm. CEC (2016)