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07/04/2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
We present SDXL, a latent diffusion model for text-to-image synthesis. C...
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04/19/2023
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models
Automatically generating high-quality real world 3D scenes is of enormou...
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04/18/2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
Latent Diffusion Models (LDMs) enable high-quality image synthesis while...
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07/26/2022
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models
Novel architectures have recently improved generative image synthesis le...
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04/25/2022
Retrieval-Augmented Diffusion Models
Generative image synthesis with diffusion models has recently achieved e...
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12/20/2021
High-Resolution Image Synthesis with Latent Diffusion Models
By decomposing the image formation process into a sequential application...
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08/19/2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis
Autoregressive models and their sequential factorization of the data lik...
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05/13/2021
High-Resolution Complex Scene Synthesis with Transformers
The use of coarse-grained layouts for controllable synthesis of complex ...
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05/10/2021
Stochastic Image-to-Video Synthesis using cINNs
Video understanding calls for a model to learn the characteristic interp...
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04/15/2021
Geometry-Free View Synthesis: Transformers and no 3D Priors
Is a geometric model required to synthesize novel views from a single im...
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12/17/2020
Taming Transformers for High-Resolution Image Synthesis
Designed to learn long-range interactions on sequential data, transforme...
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12/04/2020
A Note on Data Biases in Generative Models
It is tempting to think that machines are less prone to unfairness and p...
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08/04/2020
Making Sense of CNNs: Interpreting Deep Representations Their Invariances with INNs
To tackle increasingly complex tasks, it has become an essential ability...
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05/27/2020
Network Fusion for Content Creation with Conditional INNs
Artificial Intelligence for Content Creation has the potential to reduce...
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04/27/2020