Robin Rombach
17 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🔬 Deep Specialist (10)
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Deep Specialist
(10)
🧭
Keyword Pioneer
🔥
Unstoppable · Bronze
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Prolific Year · Productive
🗃️
Keyword Collector
(82)
💎
Century Club · Bronze
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Research topics
Computer Vision
(13)
Deep Learning
(13)
Generation
(13)
Models
(11)
Machine Learning
(8)
Architectures
(5)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Analysis
(2)
Core AI
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Application Areas
(1)
Keywords
diffusion model
(7)
image synthesis
(6)
image generation
(4)
latent diffusion
(4)
latent diffusion model
(3)
text-to-image synthesis
(2)
transformer architecture
(2)
novel view synthesis
(2)
generative model
(2)
video generation
(2)
domain adaptation
(1)
knowledge distillation
(1)
model distillation
(1)
multispectral imaging
(1)
transfer learning
(1)
3d reconstruction
(1)
attention mechanism
(1)
image-to-video synthesis
(1)
video synthesis
(1)
video super-resolution
(1)
Papers
Adversarial Diffusion Distillation
ECCV 2024
DiffusionSat: A Generative Foundation Model for Satellite Imagery
ICLR 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
ICML 2024
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
ICLR 2024
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
ECCV 2024
Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models
CVPR 2023
NeuralField-LDM: Scene Generation With Hierarchical Latent Diffusion Models
CVPR 2023
On Distillation of Guided Diffusion Models
CVPR 2023
High-Resolution Image Synthesis With Latent Diffusion Models
CVPR 2022
Retrieval-Augmented Diffusion Models
NeurIPS 2022
Geometry-Free View Synthesis: Transformers and No 3D Priors
ICCV 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis
NeurIPS 2021
Stochastic Image-to-Video Synthesis Using cINNs
CVPR 2021
Taming Transformers for High-Resolution Image Synthesis
CVPR 2021
A Disentangling Invertible Interpretation Network for Explaining Latent Representations
CVPR 2020
Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs
ECCV 2020
Network-to-Network Translation with Conditional Invertible Neural Networks
NeurIPS 2020