Stefan Andreas Baumann
8 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Cross-Pollinator (15)
β‘
Prolific Year
(5)
Conferences
CVPR (2)
ECCV (2)
ICCV (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
diffusion model
(4)
efficient training
(1)
image generation
(1)
feature extraction
(1)
motion estimation
(1)
depth estimation
(1)
model architecture
(1)
flow matching
(1)
training optimization
(1)
generative model
(1)
computational cost
(1)
clip embedding
(1)
diffusion training
(1)
diffusion feature
(1)
model efficiency
(1)
motion prediction
(1)
semantic direction
(1)
attribute control
(1)
semantic feature
(1)
monocular depth
(1)
Papers
What If: Understanding Motion Through Sparse Interactions
ICCV 2025
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training
ICCV 2025
DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching
AAAI 2025
CleanDIFT: Diffusion Features without Noise
CVPR 2025
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions
CVPR 2025
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
ICML 2024
FMBoost: Boosting Latent Diffusion with Flow Matching
ECCV 2024
CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models
ECCV 2024