| 2026 | WACV | From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation. | Shivanshu Agnihotri, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha |
| 2025 | MICCAI | Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation. | Tapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha |
| 2025 | WACV | SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation. | Tapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha |
| 2024 | ICIP | MCT-Net: a Lightweight Multiscale Convolutional Transformer Network for Polyp Segmentation. | Niladri Chakraborti, Deepak Ranjan Nayak |
| 2024 | ICONIP | CaDT-Net: A Cascaded Deformable Transformer Network for Multiclass Breast Cancer Histopathological Image Classification. | Babita, Kadali Sri Akash, M. Sajid, Deepak Ranjan Nayak, Muhammad Tanveer |
| 2024 | Tencon | LiCT-Net: Lightweight Convolutional Transformer Network for Multiclass Breast Cancer Classification. | Babita, Deepak Ranjan Nayak |
| 2023 | ICIP | GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification. | Dipankar Das, Deepak Ranjan Nayak |
| 2022 | CIT | Towards Exploring Deep Features for Efficient Melanoma Diagnosis in Dermoscopic Images. | Himanshu K. Gajera, Mukesh A. Zaveri, Deepak Ranjan Nayak |
| 2022 | ICIP | CDANet: Channel Split Dual Attention Based CNN for Brain Tumor Classification In Mr Images. | Tapas Kumar Dutta, Deepak Ranjan Nayak |
| 2022 | ICONIP | Multi-level 3DCNN with Min-Max Ranking Loss for Weakly-Supervised Video Anomaly Detection. | Snehashis Majhi, Deepak Ranjan Nayak, Ratnakar Dash, Pankaj Kumar Sa |
| 2022 | IJCNN | GDenseMNet: Global Dense Multiscale Feature Learning Network for Efficient COVID-19 Detection in CT Images. | Amogh Manoj Joshi, Deepak Ranjan Nayak |
| 2021 | AIME | Improving the Performance of Melanoma Detection in Dermoscopy Images Using Deep CNN Features. | Himanshu K. Gajera, Mukesh A. Zaveri, Deepak Ranjan Nayak |
| 2018 | RO-MAN | SCA-RELM: A New Regularized Extreme Learning Machine Based on Sine Cosine Algorithm for Automated Detection of Pathological Brain. | Deepak Ranjan Nayak, Ratnakar Dash, Zhihai Lu, Siyuan Lu, Banshidhar Majhi |