Capturing spatiotemporal dependencies with competitive set attention for video summarization. - Md Hasnat Hosen Arafat; Kavinder Singh (Vis. Comput., 2025)

Frame-wise Learned Offset Network with localized loss for video summarization. - Md Hasnat Hosen Arafat; Ranu Singh; Kavinder Singh; Anil Singh Parihar; Payal Dabas (Eng. Appl. Artif. Intell., 2026)