Deschenaux, Justin
- Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
2024/10/28 by Justin Deschenaux, Çağlar Gülçehre, Deschenaux, Justin +1 · 21 citations
Computer Science · Engineering · #Neural Networks and Applications #Ferroelectric and Negative Capacitance Devices #Fuel Cells and Related Materials
- The Diffusion Duality
2025/06/12 by Subham Sekhar Sahoo, Justin Deschenaux, Sahoo, Subham Sekhar +9 · 29 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Topic Modeling
- One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models
2024/10/28 by Surkov, Viacheslav, Wendler, Chris, Mari, Antonio +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations
2024/05/29 by Justin Deschenaux, Igor Krawczuk, Deschenaux, Justin +5 · 1 citation
Earth and Planetary Sciences · Engineering · Medicine · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Neural and Evolutionary Computing (cs.NE) #Seismic Imaging and Inversion Techniques
- Promises, Outlooks and Challenges of Diffusion Language Modeling
2024/06/17 by Deschenaux, Justin, Gulcehre, Caglar · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences