Publications

A full list of publications is available at my Google Scholar Profile.

Publications:

[Under Review - TMLR] S. Paul, Z. Patterson, N. Bouguila, "Fine-Tuning without Forgetting: Generalizable Adaptation of 3D Vision-Language Models", Under review at Transactions on Machine Learning Research (TMLR).

[CVPR 2026] S. Paul, Z. Patterson, N. Bouguila, "Point Cloud as a Foreign Language for Multi-modal Large Language Model", Conference on Computer Vision and Pattern Recognition (CVPR), 2026. ArXiv

[ICPRAI 2026] S. Paul, Z. Patterson, N. Bouguila, "An Adapter-free Fine-tuning Approach for Tuning 3D Foundation Models", International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2026. ArXiv

[ECCV 2024] S. Paul, Z. Patterson, N. Bouguila, "Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data", European Conference on Computer Vision (ECCV), 2024. Paper | ArXiv

[Journal of Imaging 2024] S. Paul, Z. Patterson, N. Bouguila, "FishSegSSL: A Semi-supervised Semantic Segmentation Framework for Fish-eye Images", Journal of Imaging, 2024. Paper

[TRB 2024] 🏆 Best Paper Award S. Paul, Z. Patterson, N. Bouguila, "Semi-supervised Semantic Segmentation on Vehicle-mounted Fish-eye Camera Images", Transportation Research Board 103rd Annual Meeting (TRB), 2024. PDF

[The Visual Computer 2023] S. Paul, Z. Patterson, N. Bouguila, "A Multi-layer Perceptron-based Two-stream Fusion Model for 3D Point Cloud Classification", The Visual Computer Journal, 2023. Paper

[CRV 2023] S. Paul, Z. Patterson, N. Bouguila, "CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud", 20th Conference on Robots and Vision (CRV), 2023. Paper

[ICMLA 2023] S. Paul, Z. Patterson, N. Bouguila, "Semantic Segmentation Using Transfer Learning on Fisheye Images", 22nd International Conference on Machine Learning and Applications (ICMLA), 2023. Paper

[S+SSPR 2022] S. Paul, Z. Patterson, N. Bouguila, "Improved Training for 3D Point Cloud Classification", IAPR Joint International Workshops on Statistical Techniques in Pattern Recognition (S+SSPR), 2022. Paper

[Journal of Engineering Science] S. Paul, S. Roy, "Forecasting the Average Temperature Rise in Bangladesh: A Time Series Analysis", Journal of Engineering Science, 11(1), 83-91. PDF

[ICASERT 2019] S. Roy, S. Paul, "Land-Use Detection Using Residual Convolutional Neural Network", International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019.