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09/18/2023
Gradpaint: Gradient-Guided Inpainting with Diffusion Models
Denoising Diffusion Probabilistic Models (DDPMs) have recently achieved ...
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06/23/2023
Zero-shot spatial layout conditioning for text-to-image diffusion models
Large-scale text-to-image diffusion models have significantly improved t...
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06/07/2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
Foundation models are first pre-trained on vast unsupervised datasets an...
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04/14/2023
Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar
Vegetation structure mapping is critical for understanding the global ca...
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03/27/2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models
Generative image modeling enables a wide range of applications but raise...
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10/20/2022
DiffEdit: Diffusion-based semantic image editing with mask guidance
Image generation has recently seen tremendous advances, with diffusion m...
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08/29/2022
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment
Vision and Language Pretraining has become the prevalent approach for ta...
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04/20/2022
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval
Cross-modal image-recipe retrieval has gained significant attention in r...
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03/09/2022
FlexIT: Towards Flexible Semantic Image Translation
Deep generative models, like GANs, have considerably improved the state ...
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12/08/2021
FLAVA: A Foundational Language And Vision Alignment Model
State-of-the-art vision and vision-and-language models rely on large-sca...
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12/06/2021
Embedding Arithmetic for Text-driven Image Transformation
Latent text representations exhibit geometric regularities, such as the ...
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11/22/2021