2 papers
cs.CV2026
HumP-KD: A Hybrid Uncertainty-Aware Multi-Stage Progressive Knowledge Distillation Framework for Efficient Fire Classification
Mohammed Arif Mainuddin, Najifa Tabassum, Omar Ibne Shahid +1
Real-time fire classification systems require models that are simultaneously accurate, computationally efficient, and deployable on resource-constrained hardware. This work propose…
cs.LG2026
KrishokChat: A Provenance-Traceable Multi-Task Bengali Agricultural Benchmark with Safety-Critical Chemical Advisory
Khan Raiyan Ibne Reza, Sumaiya Tabassum Nimi, Omar Ibne Shahid
We introduce KrishokChat, an 85,979-instance Bengali agricultural benchmark built from 284 government publications, 13 institutions, and six regional dialects. The benchmark compri…