Tim Dockhorn

6 papers · 2021–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

ICLR (2) NeurIPS (2) CVPR (1) ICML (1)

Top co-authors

Robin Rombach (3) Karsten Kreis (3) Andreas Blattmann (3) Arash Vahdat (2) Dustin Podell (2) Jonas Müller (2) Zion English (2) Yam Levi (1) Yaoliang Yu (1) Axel Sauer (1)

Research topics

Deep Learning (6) Computer Vision (5) Generation (5) Models (5) Machine Learning (3) Optimization & Theory · Machine Learning (3) Architectures (2) Learning Types (2) Optimization & Theory · Deep Learning (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Domain-Specific (1)

Keywords

image synthesis (3) diffusion model (2) latent diffusion (2) video generation (1) text-to-image synthesis (1) transformer (1) video super-resolution (1) temporal alignment (1) dual averaging (1) score matching (1) conditional gradient (1) proximal maps (1) score function (1) denoising diffusion model (1) text-to-video model (1) latent diffusion model (1) rectified flow (1) score-based generative model (1) langevin diffusion (1) proximal mapping (1)

Papers

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis ICML 2024 SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis ICLR 2024 Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models CVPR 2023 GENIE: Higher-Order Denoising Diffusion Solvers NeurIPS 2022 Score-Based Generative Modeling with Critically-Damped Langevin Diffusion ICLR 2022 Demystifying and Generalizing BinaryConnect NeurIPS 2021