Nitin Kumar

According to our database, Nitin Kumar authored at least 12 papers between 2013 and 2026.

Collaborative distances:

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

2026

DMDSC: A Dynamic-Margin Deep Simplex Classifier for Open-Set Recognition on Medical Image Datasets.

Vishal, Arnav Aditya, Nitin Kumar, Saurabh J. Shigwan

CoRR, May, 2026

UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets.

Arnav Aditya, Nitin Kumar, Saurabh J. Shigwan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

ARMARecon: An ARMA Convolutional Filter Based Graph Neural Network for Neurodegenerative Dementias Classification.

VSS Tejaswi Abburi, Ananya Singhal, Saurabh J. Shigwan, Nitin Kumar

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

UnSegMedGAT: Unsupervised Medical Image Segmentation Using Graph Attention Networks Clustering.

A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks.

Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar

CoRR, 2024

Simsam: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation.

Chanda Grover Kamra, Indra Deep Mastan, Nitin Kumar, Debayan Gupta

Proceedings of the IEEE International Conference on Image Processing, 2024

UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters.

Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar, Snehasis Mukherjee

Proceedings of the 35th British Machine Vision Conference, 2024

2020

Semi-Supervised Robust Mixture Models in RKHS for Abnormality Detection in Medical Images.

Nitin Kumar, Suyash P. Awate

IEEE Trans. Image Process., 2020

2019

Semi-Supervised Robust One-Class Classification in RKHS for Abnormality Detection in Medical Images.

Nitin Kumar, Sharat Chandran, Ajit V. Rajwade, Suyash P. Awate

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

2017

Kernel Generalized-Gaussian Mixture Model for Robust Abnormality Detection.

Nitin Kumar, Ajit V. Rajwade, Sharat Chandran, Suyash P. Awate

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Kernel generalized Gaussian and robust statistical learning for abnormality detection in medical images.

Nitin Kumar, Ajit V. Rajwade, Sharat Chandran, Suyash P. Awate

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2013

Text Simplification for Enhanced Readability.

Siddhartha Banerjee, Nitin Kumar, C. E. Veni Madhavan

Proceedings of the KDIR/KMIS 2013 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing, Vilamoura, Algarve, Portugal, 19, 2013