{"type":"post","id":"nvidia-released-deja-view-a-117m-parameter-multi-8bc008","slug":"nvidia-released-deja-view-a-117m-parameter-multi-8bc008","title":"NVIDIA released Déjà View, a 117M-parameter multi-view 3D reconstruction transformer, NeurIPS 2026 oral.","description":"NVIDIA Research describes Déjà View, a 117-million-parameter transformer that reconstructs camera poses and dense scene geometry from multiple views by repeatedly applying one shared block.","retrieval_nugget":"NVIDIA Research describes Déjà View, a 117-million-parameter transformer that reconstructs camera poses and dense scene geometry from multiple views by repeatedly applying one shared block. Its reported results suggest that explicit iterative refinement can compete with much larger models while letting users trade inference compute for refinement steps—a useful research direction for teams handling multi-view imagery.","published_at":"2026-11-12","updated_at":"2026-11-12","record_date":"2026-11-12","date_kind":"published_at","topics":["multimodal","models"],"entities":["NVIDIA","Déjà View","DINOv2","NeurIPS 2026","π³","Depth Anything 3","VGGT","Pi3"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"NVIDIA introduced Déjà View, a 117M-parameter model for multi-view 3D reconstruction that lets users adjust inference compute and was accepted as a NeurIPS 2026 oral.","prior_refs":[],"source_url":"https://research.nvidia.com/labs/dvl/projects/dvlt","source_urls":["https://research.nvidia.com/labs/dvl/projects/dvlt"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:nvidia-released-deja-view-a-117m-parameter-multi-8bc008","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/nvidia-released-deja-view-a-117m-parameter-multi-8bc008/","markdown":"https://newruntime.com/posts/nvidia-released-deja-view-a-117m-parameter-multi-8bc008.md","json":"https://newruntime.com/posts/nvidia-released-deja-view-a-117m-parameter-multi-8bc008.json"},"markdown_url":"https://newruntime.com/posts/nvidia-released-deja-view-a-117m-parameter-multi-8bc008.md","next_reads":[{"type":"topic","path":"/topics/multimodal/","url":"https://newruntime.com/topics/multimodal/","title":"Multimodal","reason":"Explore the multimodal topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/multimodal.md","json_url":"https://newruntime.com/topics/multimodal.json"},{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}