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20242026
most citedSS4D: Native 4D Generative Model via Structured Spacetime Latents

1 citations · 2 across the 9 of their papers we have counts for

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cs.CV2026

Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes

Jing Tan, Zhaoyang Zhang, Yantao Shen +6

We introduce Talk2Move, a reinforcement learning (RL) based diffusion framework for text-instructed spatial transformation of objects within scenes. Spatially manipulating objects…

cs.CV20251 cited

SS4D: Native 4D Generative Model via Structured Spacetime Latents

Zhibing Li, Mengchen Zhang, Tong Wu +3

We present SS4D, a native 4D generative model that synthesizes dynamic 3D objects directly from monocular video. Unlike prior approaches that construct 4D representations by optimi…

cs.CV2025

GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography

Mengchen Zhang, Tong Wu, Jing Tan +3

Camera trajectory design plays a crucial role in video production, serving as a fundamental tool for conveying directorial intent and enhancing visual storytelling. In cinematograp…

cs.CV2024

Imagine360: Immersive 360 Video Generation from Perspective Anchor

Jing Tan, Shuai Yang, Tong Wu +4

videos offer a hyper-immersive experience that allows the viewers to explore a dynamic scene from full 360 degrees. To achieve more user-friendly and personalized conte…

cs.CV2024

IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations

Zhibing Li, Tong Wu, Jing Tan +3

Capturing geometric and material information from images remains a fundamental challenge in computer vision and graphics. Traditional optimization-based methods often require hours…

cs.CV20242 cited

LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation

Shuai Yang, Jing Tan, Mengchen Zhang +5

3D immersive scene generation is a challenging yet critical task in computer vision and graphics. A desired virtual 3D scene should 1) exhibit omnidirectional view consistency, and…