[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-registers":3},{"tag":4,"articles":9},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":8},"4720c375-1d91-41d1-a2a6-1900f7156d6e","registers",0,null,[10],{"id":11,"slug":12,"title":13,"summary":14,"category":15,"image_url":16,"cover_image":16,"language":17,"created_at":18},"25495601-69d8-42fa-868d-ccd71c6d1347","outlier-tokens-diffusion-transformers-dsr-en","Outlier Tokens in DiTs, and How DSR Fixes Them","A new paper shows outlier tokens affect both RAE encoders and DiT denoisers, and proposes Dual-Stage Registers to reduce artifacts.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778134850923-gtbr.png","en","2026-05-07T06:20:32.854811+00:00"]