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20232026
most citedDreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

25 citations · 44 across the 22 of their papers we have counts for

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5 papers · 1 filter

cs.CV2026

ScenePlacer: Reformulating Scene-Level Object Pose Estimation as Visibility Field Learning

Ken Deng, Jiarui Liu, Guibiao Liao +7

We present ScenePlacer, a framework for scene-level pose estimation of objects generated by state-of-the-art native shape generation models, placing generated 3D objects into scene…

cs.GR2026

How to Build Digital Humans? From Priors to Photorealistic Avatars

Wojciech Zielonka, Tobias Kirschstein, Timo Bolkart +8

This state-of-the-art report provides an overview of controllable 3D human avatar creation. We describe current 3D avatar systems, which typically consist of three stages: (i) lear…

cs.CV2026

Mix3R: Mixing Feed-forward Reconstruction and Generative 3D Priors for Joint Multi-view Aligned 3D Reconstruction and Pose Estimation

Siyou Lin, Zhou Xue, Hongwen Zhang +4

Recent trends in sparse-view 3D reconstruction have taken two different paths: feed-forward reconstruction that predicts pixel-aligned point maps without a complete geometry, and g…

cs.CV2026

GeoDiff4D: Geometry-Aware Diffusion for 4D Head Avatar Reconstruction

Chao Xu, Xiaochen Zhao, Xiang Deng +4

Reconstructing photorealistic and animatable 4D head avatars from a single portrait image remains a fundamental challenge in computer vision. While diffusion models have enabled re…

cs.CV2026

U-Mind: A Unified Framework for Real-Time Multimodal Interaction with Audiovisual Generation

Xiang Deng, Feng Gao, Yong Zhang +5

Full-stack multimodal interaction in real-time is a central goal in building intelligent embodied agents capable of natural, dynamic communication. However, existing systems are ei…