Research Brief: TL;DR: SeeU learns the continuous 4D dynamics from 2D inputs, and generates novel content at unseen time and space. We identify occlusion reasoning as a fundamental yet overlooked aspect for

Cvpr 26 3D Aware Implicit Motion Control For View Adaptive Human Video Generation - Main Notes for Readers

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We identify occlusion reasoning as a fundamental yet overlooked aspect for TL;DR: SeeU learns the continuous 4D dynamics from 2D inputs, and generates novel content at unseen time and space.

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  • TL;DR: SeeU learns the continuous 4D dynamics from 2D inputs, and generates novel content at unseen time and space.
  • We identify occlusion reasoning as a fundamental yet overlooked aspect for

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View Topic Context
[CVPR'26] 3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation

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[CVPR 2026] What Are You Doing? A Closer Look at Controllable Human Video Generation

[CVPR 2026] What Are You Doing? A Closer Look at Controllable Human Video Generation

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[CVPR-26] SeeThrough3D: Occlusion Aware 3D Control in Text-to-Image Generation

[CVPR-26] SeeThrough3D: Occlusion Aware 3D Control in Text-to-Image Generation

We identify occlusion reasoning as a fundamental yet overlooked aspect for

CVPR 2026 Efficient Training for Human Video Generation

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BiMotion (CVPR 2026 Highlight)

BiMotion (CVPR 2026 Highlight)

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Physics-aware Human Motion Synthesis in a Dynamic Scene CVPR 2026

Physics-aware Human Motion Synthesis in a Dynamic Scene CVPR 2026

Physics-aware Human Motion Synthesis in a Dynamic Scene CVPR 2026

[CVPR 2026] SeeU: Seeing the Unseen World via 4D Dynamics-aware Generation

[CVPR 2026] SeeU: Seeing the Unseen World via 4D Dynamics-aware Generation

TL;DR: SeeU learns the continuous 4D dynamics from 2D inputs, and generates novel content at unseen time and space. project ...

[CVPR 2026] Pantheon360: Taming Digital Twin Generation via 3D-Aware 360° Video Diffusion

[CVPR 2026] Pantheon360: Taming Digital Twin Generation via 3D-Aware 360° Video Diffusion

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(CVPR 2026) 3D-IDE: 3D implicit depth emergent

(CVPR 2026) 3D-IDE: 3D implicit depth emergent

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CVPR 2026: MotionEnhancer

CVPR 2026: MotionEnhancer

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