Nitin Kumar

14 papers A 1B 3Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
ARMARecon: An ARMA Convolutional Filter based Graph Neural Network for Neurodegenerative Dementias Classification.
CoRR
VSS Tejaswi Abburi, Ananya Singhal, Saurabh J. Shigwan, Nitin Kumar
2025 J jnl
UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets.
CoRR
Arnav Aditya, Nitin Kumar, Saurabh J. Shigwan
2025 — conf
UnSegMedGAT: Unsupervised Medical Image Segmentation Using Graph Attention Networks Clustering.
ISBI
A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar
2024 J jnl
SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation.
CoRR
Chanda Grover Kamra, Indra Deep Mastan, Nitin Kumar, Debayan Gupta
2024 B conf
Simsam: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation.
ICIP
Chanda Grover Kamra, Indra Deep Mastan, Nitin Kumar, Debayan Gupta
2024 A conf
UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters.
BMVC
Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar, Snehasis Mukherjee
2024 J jnl
UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters.
CoRR
Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar, Snehasis Mukherjee
2024 J jnl
UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks.
CoRR
Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar
2024 J jnl
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering.
CoRR
A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar
2020 J jnl
Semi-Supervised Robust Mixture Models in RKHS for Abnormality Detection in Medical Images.
IEEE Trans. Image Process.
Nitin Kumar, Suyash P. Awate
2019 B conf
Semi-Supervised Robust One-Class Classification in RKHS for Abnormality Detection in Medical Images.
ICIP
Nitin Kumar, Sharat Chandran, Ajit V. Rajwade, Suyash P. Awate
2017 — conf
Kernel Generalized-Gaussian Mixture Model for Robust Abnormality Detection.
MICCAI (3)
Nitin Kumar, Ajit V. Rajwade, Sharat Chandran, Suyash P. Awate
2017 B conf
Kernel generalized Gaussian and robust statistical learning for abnormality detection in medical images.
ICIP
Nitin Kumar, Ajit V. Rajwade, Sharat Chandran, Suyash P. Awate
2013 — conf
Text Simplification for Enhanced Readability.
KDIR/KMIS
Siddhartha Banerjee, Nitin Kumar, C. E. Veni Madhavan