Muhammad Asad Ali

MoTE: Mixture of Task Experts for Multi-Task Video Understanding

Procedural video-language models must solve heterogeneous tasks from the same visual evidence, including action recognition, forecasting, and procedure prediction. Dense transformer decoders share the same feed-forward networks across tasks, which can entangle task behavior and make controlled capability expansion diff...