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Papers15

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All SourcesarXiv
#diffusion models

StereoSpace: Depth-Free Synthesis of Stereo Geometry via End-to-End Diffusion in a Canonical Space

Intermediate
Tjark Behrens, Anton Obukhov et al.Dec 11arXiv

StereoSpace turns a single photo into a full 3D-style stereo pair without ever estimating a depth map.

#stereo generation#monocular-to-stereo#diffusion models

Not triaged yet

CAPTAIN: Semantic Feature Injection for Memorization Mitigation in Text-to-Image Diffusion Models

Intermediate
Tong Zhang, Carlos Hinojosa et al.Dec 11arXiv

Diffusion models sometimes copy training images too closely, which can be a privacy and copyright problem.

#diffusion models#memorization mitigation#latent feature injection

Not triaged yet

TreeGRPO: Tree-Advantage GRPO for Online RL Post-Training of Diffusion Models

Intermediate
Zheng Ding, Weirui YeDec 9arXiv

TreeGRPO teaches image generators using a smart branching tree so each training run produces many useful learning signals instead of just one.

#TreeGRPO#reinforcement learning#diffusion models

Not triaged yet

12