Search Results for author: Juan A. Rodriguez

Found 2 papers, 2 papers with code

StarVector: Generating Scalable Vector Graphics Code from Images

1 code implementation17 Dec 2023 Juan A. Rodriguez, Shubham Agarwal, Issam H. Laradji, Pau Rodriguez, David Vazquez, Christopher Pal, Marco Pedersoli

These visual tokens are pre-pended to the SVG token embeddings, and the sequence is modeled by the StarCoder model using next-token prediction, effectively learning to align the visual and code tokens.

Code Generation Vector Graphics

OCR-VQGAN: Taming Text-within-Image Generation

2 code implementations19 Oct 2022 Juan A. Rodriguez, David Vazquez, Issam Laradji, Marco Pedersoli, Pau Rodriguez

To alleviate this problem, we present OCR-VQGAN, an image encoder, and decoder that leverages OCR pre-trained features to optimize a text perceptual loss, encouraging the architecture to preserve high-fidelity text and diagram structure.

Decoder Image Generation +1

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