Search Results for author: Asya Grechka

Found 3 papers, 2 papers with code

Gradpaint: Gradient-Guided Inpainting with Diffusion Models

no code implementations18 Sep 2023 Asya Grechka, Guillaume Couairon, Matthieu Cord

For the specific task of image inpainting, the current guiding mechanism relies on copying-and-pasting the known regions from the input image at each denoising step.

Denoising Image Inpainting +1

Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval

1 code implementation20 Apr 2022 Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord

We propose a new retrieval framework, T-Food (Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval) that exploits the interaction between modalities in a novel regularization scheme, while using only unimodal encoders at test time for efficient retrieval.

Cross-Modal Retrieval Retrieval

FlexIT: Towards Flexible Semantic Image Translation

1 code implementation CVPR 2022 Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord

Via the latent space of an auto-encoder, we iteratively transform the input image toward the target point, ensuring coherence and quality with a variety of novel regularization terms.

Image Generation Translation

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