Björn Ommer
- High-Resolution Image Synthesis with Latent Diffusion Models
2021/12/20 by Robin Rombach, Andreas Blattmann, Rombach, Robin +7 · 4 voices · 2676 citations
Computer Science · #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.CV
- High-Resolution Image Synthesis with Latent Diffusion Models
2022/06/01 by Robin Rombach, Andreas Blattmann, Dominik Lorenz +2 · 1766 citations
Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- Taming Transformers for High-Resolution Image Synthesis
2020/12/17 by Patrick Esser, Esser, Patrick, Robin Rombach +3 · 2 voices · 421 citations
#cs.CV
- TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training
2025/01/08 by Felix Krause, Krause, Felix, Timy Phan +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
- ArtFID: Quantitative Evaluation of Neural Style Transfer
2022/07/25 by Matthias Wright, Wright, Matthias, Björn Ommer +1 · 10 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- State of the Art on Diffusion Models for Visual Computing
2023/10/11 by Ryan Po, Po, Ryan, Yifan, Wang +32 · 13 citations
Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth
- ZigMa: A DiT-style Zigzag Mamba Diffusion Model
2024/03/20 by Vincent Tao Hu, Hu, Vincent Tao, Stefan Andreas Baumann +10 · 15 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)
- Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
2024/06/04 by Jiajun Wang, Morteza Ghahremani, Wang, Jiajun +7 · 1 voice · 6 citations
#cs.CV
- State of the Art on Diffusion Models for Visual Computing
2024/04/30 by R. Po, Riccardo Pó, W. Yifan +32 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis
2021/08/19 by Patrick Esser, Esser, Patrick, Robin Rombach +5 · 9 citations
Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- On the Challenges and Opportunities in Generative AI
2024/02/28 by Laura Manduchi, Manduchi, Laura, Meister, Clara +48 · 10 citations
Computer Science · #AI-based Problem Solving and Planning #Cognitive Computing and Networks #Evolutionary Algorithms and Applications
- 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
- SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis
2023/04/28 by Azade Farshad, Yousef Yeganeh, Farshad, Azade +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- CleanDIFT: Diffusion Features without Noise
2024/12/04 by Nick Stracke, Stracke, Nick, Stefan Andreas Baumann +6 · 13 citations
Engineering · #Industrial Vision Systems and Defect Detection
- Diffusion Models and Representation Learning: A Survey
2024/06/30 by Michael Fuest, Fuest, Michael, Pingchuan Ma +8 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Motion Flow Matching for Human Motion Synthesis and Editing
2023/12/14 by Vincent Tao Hu, Hu, Vincent Tao, Wenzhe Yin +17 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
- Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models?
2025/07/07 by Yun Qu, Qi Wang, Qu, Yun +9 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Semantic Web and Ontologies
- iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis
2021/07/06 by Andreas Blattmann, Blattmann, Andreas, Timo Milbich +5 · 3 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment
2025/06/02 by Johannes Schusterbauer, Schusterbauer, Johannes, Ming Gui +5 · 1 voice · 9 citations
Computer Science · #Machine Learning in Healthcare #Topic Modeling #cs.CV #cs.LG
- CliqueCNN: Deep Unsupervised Exemplar Learning
2016/08/31 by Miguel Ángel Bautista, Bautista, Miguel A., Artsiom Sanakoyeu +5 · 2 citations
Computer Science · #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Quantum Denoising Diffusion Models
2024/01/13 by Michael Kölle, Gerhard Stenzel, Kölle, Michael +9 · 3 citations
Computer Science · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- [MASK] is All You Need
2024/12/09 by Vincent Tao Hu, Hu, Vincent Tao, Björn Ommer +1 · 1 voice · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Domain Adaptation and Few-Shot Learning
- MaskFlow: Discrete Flows For Flexible and Efficient Long Video Generation
2025/02/16 by Michael Fuest, Fuest, Michael, Vincent Tao Hu +3 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
- High-Resolution Complex Scene Synthesis with Transformers
2021/05/13 by Manuel Jahn, Robin Rombach, Jahn, Manuel +3 · 1 citation
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis
2024/12/30 by Yousef Yeganeh, Yeganeh, Yousef, Azade Farshad +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- A Note on Data Biases in Generative Models
2020/12/04 by Patrick Esser, Esser, Patrick, Robin Rombach +3 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Explainable Artificial Intelligence (XAI) #Human Pose and Action Recognition
- 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
- Does VLM Classification Benefit from LLM Description Semantics?
2024/12/16 by Pingchuan Ma, Ma, Pingchuan, Lennart Rietdorf +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Advanced Computational Techniques and Applications
- Schrödinger's Cat: Probabilistic Representation and Prediction of Potential Scene Kinematics
2026/07/28 by Timy Phan, Jannik Wiese, Björn Ommer
#cs.CV #cs.LG