Daniel Cohen-Or

Steer diffusion models to seamlessly blend pasted objects into new contexts without prompts by selectively loosening positional encoding constraints based on saliency.

Achieve synchronized portrait video edits with Sync-LoRA, which propagates edits from a single frame while maintaining temporal coherence and identity consistency, even generalizing to unseen identities.

Forget tedious masks and prompts: EditP23 lets you edit 3D objects just by showing the model a before-and-after image pair.

Achieve semantically coherent image compositions by mixing layout-focused and appearance-focused visual representations in a diffusion model's cross-attention.