← Search

Panwen Hu

5 accepted papers

2026

ProPhy: Progressive Physical Alignment for Dynamic World Simulation

CVPR 2026

Recent advances in video generation have shown remarkable potential for constructing world simulators. However, current models still struggle to produce physically consistent results, particularly when handling large-scale or complex dynamics. This limitation arises primarily because existing approa

Cited by 0SourceScholar
2025

DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance

ICASSP 2025accepted

Image-to-video generation, which aims to generate a video starting from a given reference image, has drawn great attention. Existing methods frequently integrate semantic information from images or simply concatenate images, which often leads to low fidelity and flickering in the generated videos. T…

Cited by 25SourceScholar
2025

EasyControl: Adding Control to Video Diffusion for Controllable Video Generation and Interpolation

ICASSP 2025accepted

The diffusion model is widely leveraged for either controllable video generation or video interpolation. As each field has its task-specific problems, it is difficult to merely develop a single model for completing both tasks simultaneously. Moreover, most existing works only support image condition…

Cited by 0SourceScholar
2025

Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes

ICLR 2025poster

Recent advancements in human motion synthesis have focused on specific types of motions, such as human-scene interaction, locomotion or human-human interaction, however, there is a lack of a unified system capable of generating a diverse combination of motion types. In response, we introduce *Sitcom…

2024

Incremental 3D Reconstruction through a Hybrid Explicit-and-Implicit Representation

ICRA 2024poster

3D reconstruction is an important task in computer vision and is widely used in robotics and autonomous driving. When building large-scale scenes, limitations in computing resources and the difficulty of accessing the entire dataset in a single task are inevitable. Therefore, an incremental reconstr…

Cited by 0SourceScholar