Dmitry Baranchuk PRO

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authored a paper 10 months ago

Alchemist: Turning Public Text-to-Image Data into Generative Gold

Paper • 2505.19297 • Published May 25, 2025 • 84

authored 2 papers about 1 year ago

Scale-wise Distillation of Diffusion Models

Paper • 2503.16397 • Published Mar 20, 2025 • 42

Inverse Bridge Matching Distillation

Paper • 2502.01362 • Published Feb 3, 2025 • 27

authored 2 papers over 1 year ago

Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis

Paper • 2412.01819 • Published Dec 2, 2024 • 34

Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization

Paper • 2409.00492 • Published Aug 31, 2024 • 11

authored a paper almost 2 years ago

Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps

Paper • 2406.14539 • Published Jun 20, 2024 • 27

authored 5 papers over 2 years ago

Petals: Collaborative Inference and Fine-tuning of Large Models

Paper • 2209.01188 • Published Sep 2, 2022 • 1

TabDDPM: Modelling Tabular Data with Diffusion Models

Paper • 2209.15421 • Published Sep 30, 2022 • 3

DeDrift: Robust Similarity Search under Content Drift

Paper • 2308.02752 • Published Aug 5, 2023

Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models

Paper • 2312.10835 • Published Dec 17, 2023 • 7

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

Paper • 2312.08361 • Published Dec 13, 2023 • 27