Bengali-Loop: Community Benchmarks for Long-Form Bangla ASR and Speaker Diarization. - H. M. Shadman Tabib; Istiak Ahmmed Rifti; Abdullah Muhammed Amimul Ehsan; Somik Dasgupta; Md Zim Mim Siddiqee Sowdha; Abrar Jahin Sarker; Md. Rafiul Islam Nijamy; Tanvir Hossain; Mst. Metaly Khatun; Munzer Mahmood; Rakesh Debnath; Gourab Biswas; et al. (CoRR, 2026)

DualSwinFusionSeg: Multimodal Martian Landslide Segmentation via Dual Swin Transformer with Multi-Scale Fusion and UNet++. - Shahriar Kabir; Abdullah Muhammed Amimul Ehsan; Istiak Ahmmed Rifti; Md Kaykobad Reza (CoRR, 2026)