[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"topic-en-outlier-tokens-in-dits-and-how-dsr-fixes-them":3},{"cluster":4,"timeline":16},{"id":5,"slug":6,"title":7,"pinned":8,"status":9,"summary":10,"category":11,"language":12,"created_at":13,"merged_into":14,"article_count":15,"first_seen_at":13,"last_updated_at":13},"15dec6c3-deac-4b4a-b06d-8594d4cb2cf0","outlier-tokens-in-dits-and-how-dsr-fixes-them","Outlier Tokens in DiTs, and How DSR Fixes Them",false,"active","A new paper shows outlier tokens affect both RAE encoders and DiT denoisers, and proposes Dual-Stage Registers to reduce artifacts.","research","en","2026-07-05T09:06:32.680015+00:00",null,1,[17],{"id":18,"slug":19,"title":7,"summary":10,"category":11,"image_url":20,"cover_image":20,"published_at":21,"is_canonical_seed":22},"25495601-69d8-42fa-868d-ccd71c6d1347","outlier-tokens-diffusion-transformers-dsr-en","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778134850923-gtbr.png","2026-05-07T06:20:32.834+00:00",true]