4 citations · 4 across the 3 of their papers we have counts for
3 papers
Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis
Anton Voronov, Denis Kuznedelev, Mikhail Khoroshikh +2
This work presents Switti, a scale-wise transformer for text-to-image generation. We start by adapting an existing next-scale prediction autoregressive (AR) architecture to T2I gen…
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization
Vage Egiazarian, Denis Kuznedelev, Anton Voronov +5
Text-to-image diffusion models have emerged as a powerful framework for high-quality image generation given textual prompts. Their success has driven the rapid development of produ…
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements
Anton Voronov, Lena Wolf, Max Ryabinin
Large language models demonstrate a remarkable capability for learning to solve new tasks from a few examples. The prompt template, or the way the input examples are formatted to o…