Publications

2026

1. DDV-GNet: High-Throughput Defect Detection for Space Manufacturing via Deep Delta Gated Networks

   Latchan Chhetri and Aman Kumar

   In IEEE International Conference on Space Mission Challenges for Information Technology (SPACE), 2026

   Accepted for Oral Presentation

   Code
2. Deep Delta Vision Mamba: A Lightweight State Space Architecture with Deep Delta Learning for Efficient Remote Sensing

   Latchan Chhetri and Aman Kumar

   In IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), 2026

   Code
3. Optimizing Deep Learning for Brain Tumor Classification: A Comparative Ablation Study of Preprocessing and Augmentation Strategies

   Latchan Chhetri and Aman Kumar

   In IEEE Guwahati Subsection Conference (GCON), 2026

   Code
4. SPECTRAFORGE: Domain-Equalized Frequency-Spatial Fusion for Synthetic Dermatology Detection

   Aman Kumar, Latchan Chhetri, and Dishant Das

   2026

   Under Review at IEEE International Conference on Data Science and Advanced Analytics (DSAA)
5. Beyond Limited Labels: Safe Semi-Supervised Learning for Malaria Diagnosis

   Latchan Chhetri and Aman Kumar

   2026

   Under Review at IEEE International Conference on Data Science and Advanced Analytics (DSAA)

   Code
6. Risk-Controlled Urban Change Detection: Conformal Prediction Wrappers for Provable Reliability in High-Resolution Satellite Imagery

   Ankona Mukherjee, Aman Kumar, Sangdalla Rajdeep Verma, Hrishikesh Das, and Latchan Chhetri

   2026

   Under Review at International Conference on Computational Intelligence (ICCI)

   Code
7. Interpretable Solar Panel Defect Detection via Fuzzy Rule Extraction from Deep Learning Architectures

   Sangdalla Rajdeep Verma, Aman Kumar, Ayush Anand, Hrishikesh Das, and Latchan Chhetri

   2026

   Under Review at International Conference on Computational Intelligence (ICCI)

   Code