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Controllable Video Generation Project
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Controllable Video Generation Project
control: camera, motion
Papers with code
Camera Control
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control, ICCV, 2025
TRAINING-FREE CAMERA CONTROL FOR VIDEO GEN-ERATION, 2025, ICLR
CAMI2V: CAMERA-CONTROLLED IMAGE-TO-VIDEODIFFUSION MODEL, ICLR 2025
Motion Control
Baselines
https://github.com/CIntellifusion/GeometryForcing/tree/main
https://github.com/hehao13/CameraCtrl/tree/svd?tab=readme-ov-file
https://github.com/TencentARC/MotionCtrl
https://github.com/facebookresearch/vggt
https://github.com/facebookresearch/map-anything
https://github.com/bytedance/ATI
Subtasks
Single View to Video Generation
Metrics
video quality
psnr, lpips, ssim, fvd, ClipSim,
view consistency/ cam pose eta
RPE, RVE
transErr, RotErr
others
user study
user preference rate, MOS score,
Datasets
RealEstate10K
CO3Dv2
https://phototour.cs.washington.edu/
Stuff
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