Stefan Andreas Baumann
- Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
2024/01/21 by Katherine Crowson, Crowson, Katherine, Stefan Andreas Baumann +9 · 3 voices · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training
2025/01/08 by Felix Krause, Timy Phan, Krause, Felix +9 · 8 voices · 5 citations
#cs.CV #cs.AI
- FMBoost: Boosting Latent Diffusion with Flow Matching
2023/12/12 by Johannes Schusterbauer, Ming Gui, Pingchuan Ma +5 · 2 voices · 8 citations
Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #cs.CV
- ZigMa: A DiT-style Zigzag Mamba Diffusion Model
2024/03/20 by Vincent Tao Hu, Stefan Andreas Baumann, Hu, Vincent Tao +10 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions
2024/03/25 by Stefan Andreas Baumann, Baumann, Stefan Andreas, Felix Krause +10 · 9 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- CleanDIFT: Diffusion Features without Noise
2024/12/04 by Nick Stracke, Stefan Andreas Baumann, Stracke, Nick +6 · 13 citations
Engineering · #Industrial Vision Systems and Defect Detection
- CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models
2024/05/13 by Nick Stracke, Stefan Andreas Baumann, Stracke, Nick +7 · 1 citation
Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Advanced Optical Sensing Technologies
- RayDer: Scalable Self-Supervised Novel View Synthesis from Real-World Video
2026/05/29 by Ulrich Prestel, Stefan Andreas Baumann, Nick Stracke +1 · 1 voice
Computer Science · #cs.CV #cs.AI #cs.LG