[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-task-interference":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"c14c1f1c-4a0e-4dcf-8824-bbc642e4e181","task interference","task-interference",0,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"348358ba-3a10-4057-9694-235127ebd848","protoada-multimodal-continual-instruction-tuning-en","ProtoAda tackles multimodal continual tuning drift","ProtoAda adds format-aware prototypes and geometry-aware updates to reduce interference in multimodal continual instruction tuning.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780381094836-d2yl.png","en","2026-06-02T06:17:35.36763+00:00"]