PPaperPicks

Stefan Andreas Baumann

10 papers at tracked venues · 7 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ECCV ×3CVPR ×2ICCV ×2AAAI ×1ICML ×1NeurIPS ×1

Frequent coauthors

Björn Ommer
×9
Nick Stracke
×5
Vincent Tao Hu
×5
Ming Gui
×5
Felix Krause
×3
Pingchuan Ma
×3
Frank Fundel
×2
Johannes Schusterbauer
×2
Olga Grebenkova
×2
Timy Phan
×2
Kolja Bauer
×1
Michael Neumayr
×1

Papers

  1. CleanDIFT: Diffusion Features without Noise
    CVPR 2025 ·
    Nick Stracke
    , Stefan Andreas Baumann,
    Kolja Bauer
    ,
    Frank Fundel
    ,
    Björn Ommer
  2. Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions
    CVPR 2025 · Stefan Andreas Baumann,
    Felix Krause
    ,
    Michael Neumayr
    ,
    Nick Stracke
    ,
    Melvin Sevi
    ,
    Vincent Tao Hu
    ,
    Björn Ommer
  3. DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching
    AAAI 2025 ·
    Ming Gui
    ,
    Johannes Schusterbauer
    ,
    Ulrich Prestel
    ,
    Pingchuan Ma
    ,
    Dmytro Kotovenko
    ,
    Olga Grebenkova
    , Stefan Andreas Baumann,
    Vincent Tao Hu
    ,
    Björn Ommer
  4. DisMo: Disentangled Motion Representations for Open-World Motion Transfer
    NeurIPS 2025 ·
    Thomas Ressler-Antal
    ,
    Frank Fundel
    ,
    Malek Ben Alaya
    , Stefan Andreas Baumann,
    Felix Krause
    ,
    Ming Gui
    ,
    Björn Ommer
  5. Tread: Token Routing for Efficient Architecture-Agnostic Diffusion Training
    ICCV 2025 ·
    Felix Krause
    ,
    Timy Phan
    ,
    Ming Gui
    , Stefan Andreas Baumann,
    Vincent Tao Hu
    ,
    Björn Ommer
  6. What If: Understanding Motion Through Sparse Interactions
    ICCV 2025 · Stefan Andreas Baumann,
    Nick Stracke
    ,
    Timy Phan
    ,
    Björn Ommer
  7. CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control and Altering of T2I Models
    ECCV 2024 ·
    Nick Stracke
    , Stefan Andreas Baumann,
    Joshua Susskind
    ,
    Miguel Ángel Bautista
    ,
    Björn Ommer
  8. FMBoost: Boosting Latent Diffusion with Flow Matching
    ECCV 2024 ·
    Johannes Schusterbauer
    ,
    Ming Gui
    ,
    Pingchuan Ma
    ,
    Nick Stracke
    , Stefan Andreas Baumann,
    Vincent Tao Hu
    ,
    Björn Ommer
  9. Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
    ICML 2024 ·
    Katherine Crowson
    , Stefan Andreas Baumann,
    Alex Birch
    ,
    Tanishq Mathew Abraham
    ,
    Daniel Z. Kaplan
    ,
    Enrico Shippole
  10. ZigMa: A DiT-style Zigzag Mamba Diffusion Model
    ECCV 2024 ·
    Vincent Tao Hu
    , Stefan Andreas Baumann,
    Ming Gui
    ,
    Olga Grebenkova
    ,
    Pingchuan Ma
    ,
    Johannes S. Fischer
    ,
    Björn Ommer