Publications

Conference Publications

• Souraja Kundu, Saras Mani Mishra, Gaurav Trivedi, "A Fast and Memory-efficient Edge-based Encoding Technique for Spiking Neural Networks". (Under Review)

• Shruti Patkar, Harsh, Souraja Kundu, Gaurav Trivedi, "Accelerating Equation Solvers using Gauss-Jacobi on Multi-FPGA Systems with Ring NoC". IEEE Computer Society Annual Symposium on VLSI, Kalamata, Greece, July 6-9, 2025.

• Souraja Kundu, Yuji Iwahori, Manas Kamal Bhuyan, Manish Bhatt, Boonserm Kijsirikul, Aili Wang, Akira Ouchi, Yasuhiro Shimizu, "Cross-modality Medical Image Registration with Local-Global Spatial Correlation." 27th International Conference on Pattern Recognition (ICPR), Dec 2024 (Oral, in the top 6% out of 2.1k submissions), Kolkata, India. (Springer)

• Souraja Kundu, Yuji Iwahori, Manas Kamal Bhuyan, Manish Bhatt, Akira Ouchi, Yasuhiro Shimizu, "Improved Residual Vision Transformer for CT to MRI Translation." Fifth International Conference on Transdisciplinary AI (TransAI), 2023, pp. 58-65 (Oral), LA, California, USA. (IEEE)

• Souraja Kundu, Saket Singh, Yuji Iwahori, "Emotion-Guided Image to Music Generation." 6th Asia Digital Image Processing Conference (ADIP), Dec 2024 (Workshop of ACM–AICCC 2024) (Oral, Best Presentation Award in Session 11), Tokyo, Japan. (ACM)

Journal Publications

• Souraja Kundu, Manas Kamal Bhuyan, Neeraj Kumar Sharma, Manish Bhatt,  "Despeckling of Synthetic Aperture Radar Images using Linear-Angular Attention Transformer" (In Revision at IEEE Transactions on Geosciences and Remote Sensing).

• Souraja Kundu, Shruti S. Patkar, Saras Mani Mishra, Gaurav Trivedi, Farhad Merchant, "A 360-Degree Review of Tsetlin Machines: Concepts, Applications, Analysis, and the Future" (In Revision at IEEE IoT Journal). (TechRxiv)

• Saras Mani Mishra, Souraja Kundu, Naorem Yaipharenba Meitei, Hanumant Singh Shekhawat, Gaurav Trivedi, "SpikeEdge: A Residual Spiking Neural Network Architecture with Edge-Based Data Encoding for Efficient Hardware Design" (Under Review).

• Souraja Kundu, Thanish Bolla, Chiranjib Sur, "Personalized Research Paper Submission Venue Recommendation System" (Under review).

• Souraja Kundu, Yuji Iwahori, M.K. Bhuyan, Manish Bhatt, Boonserm Kijsirikul, Aili Wang, Akira Ouchi, Yasuhiro Shimizu, "Automatic MRI Lymph Node Annotation from CT Labels." IEEE Access 2025. (IEEE)

• Aditya Agrawal, Souraja Kundu, Touseef Ahmad, Manish Bhatt, "ReLAP-Net: Residual Learning and Attention-Based Parallel Network for Hyperspectral and Multispectral Image Fusion." Photogrammetric Engineering & Remote Sensing, 90 (7), 395-403, 2024. (PERS)