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AllBeginnerIntermediateAdvanced
All SourcesarXiv
#VAE latent space

360Anything: Geometry-Free Lifting of Images and Videos to 360°

Intermediate
Ziyi Wu, Daniel Watson et al.Jan 22arXiv

This paper shows how to turn any normal photo or video into a seamless 360° panorama without needing the camera’s settings like field of view or tilt.

#360 panorama generation#equirectangular projection#diffusion transformer

Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation

Intermediate
Shaocong Xu, Songlin Wei et al.Dec 29arXiv

Transparent and shiny objects confuse normal depth cameras, but video diffusion models already learned how light bends and reflects through them.

#video diffusion model#transparent object depth#normal estimation

Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance

Intermediate
Ruihang Chu, Yefei He et al.Dec 9arXiv

Wan-Move is a new way to control how things move in AI-generated videos by guiding motion directly inside the model’s hidden features.

#motion-controllable video generation#latent trajectory guidance#point trajectories