Romann M. Weber

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (3)

Venues

ICLR (3) NeurIPS (1)

Top co-authors

Seyedmorteza Sadat (4) Otmar Hilliges (4) Derek Bradley (2) Jakob Buhmann (2) Manuel Kansy (1)

Research topics

Deep Learning (4) Models (4) Computer Vision (3) Generation (3) Machine Learning (2) Application Areas (1) Architectures (1) Optimization & Theory (1)

Keywords

image generation (4) classifier-free guidance (3) generative model (3) diffusion model (3) guidance scale (1) variational autoencoder (1) variational inference (1) latent diffusion (1) latent diffusion model (1) adaptive guidance (1) encoder decoder (1) wavelet transform (1) gpu efficiency (1)

Papers

Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models ICLR 2025 No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models ICLR 2025 CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling ICLR 2024 LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models NeurIPS 2024