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20232026
most citedPonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm

6 citations · 7 across the 13 of their papers we have counts for

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Showing 2025Show all

7 papers · 1 filter

cs.CV2025

ShapeGen: Towards High-Quality 3D Shape Synthesis

Yangguang Li, Xianglong He, Zi-Xin Zou +4

Inspired by generative paradigms in image and video, 3D shape generation has made notable progress, enabling the rapid synthesis of high-fidelity 3D assets from a single image. How…

cs.CV2025★ 1 cited

Faithful Contouring: Near-Lossless 3D Voxel Representation Free from Iso-surface

Yihao Luo, Xianglong He, Chuanyu Pan +7

Accurate and efficient voxelized representations of 3D meshes are the foundation of 3D reconstruction and generation. However, existing representations based on iso-surface heavily…

cs.CV2025

Matrix-game 2.0: An open-source, real-time, and streaming interactive world model

Xianglong He, Chunli Peng, Zexiang Liu +16

Recent advances in interactive video generations have demonstrated diffusion model's potential as world models by capturing complex physical dynamics and interactive behaviors. How…

cs.CV2025

NOVA3D: Normal Aligned Video Diffusion Model for Single Image to 3D Generation

Yuxiao Yang, Peihao Li, Yuhong Zhang +5

3D AI-generated content (AIGC) has made it increasingly accessible for anyone to become a 3D content creator. While recent methods leverage Score Distillation Sampling to distill 3…

cs.CV2025

DeepVerse: 4D Autoregressive Video Generation as a World Model

Junyi Chen, Haoyi Zhu, Xianglong He +8

World models serve as essential building blocks toward Artificial General Intelligence (AGI), enabling intelligent agents to predict future states and plan actions by simulating co…

cs.CV2025

MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs

Xianglong He, Junyi Chen, Di Huang +5

In the domain of 3D content creation, achieving optimal mesh topology through AI models has long been a pursuit for 3D artists. Previous methods, such as MeshGPT, have explored the…

cs.CV2025

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling

Xianglong He, Zi-Xin Zou, Chia-Hao Chen +6

Creating high-fidelity 3D meshes with arbitrary topology, including open surfaces and complex interiors, remains a significant challenge. Existing implicit field methods often requ…