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02/28/2023
Towards Enhanced Controllability of Diffusion Models
Denoising Diffusion models have shown remarkable capabilities in generat...
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02/24/2023
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis
We present multimodal conditioning modules (MCM) for enabling conditiona...
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02/06/2023
Zero-shot Image-to-Image Translation
Large-scale text-to-image generative models have shown their remarkable ...
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12/13/2022
Structure-Guided Image Completion with Image-level and Object-level Semantic Discriminators
Structure-guided image completion aims to inpaint a local region of an i...
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11/17/2022
UMFuse: Unified Multi View Fusion for Human Editing applications
The vision community has explored numerous pose guided human editing met...
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11/13/2022
VGFlow: Visibility guided Flow Network for Human Reposing
The task of human reposing involves generating a realistic image of a pe...
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11/04/2022
Contrastive Learning for Diverse Disentangled Foreground Generation
We introduce a new method for diverse foreground generation with explici...
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06/16/2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing
Existing GAN inversion and editing methods work well for aligned objects...
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03/24/2022
Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera
Appearance of dressed humans undergoes a complex geometric transformatio...
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03/22/2022
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training
Recent image inpainting methods have made great progress but often strug...
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03/14/2022
InsetGAN for Full-Body Image Generation
While GANs can produce photo-realistic images in ideal conditions for ce...
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10/08/2021
Collaging Class-specific GANs for Semantic Image Synthesis
We propose a new approach for high resolution semantic image synthesis. ...
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09/13/2021
Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN
We present an algorithm for re-rendering a person from a single image un...
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04/13/2021
Few-shot Image Generation via Cross-domain Correspondence
Training generative models, such as GANs, on a target domain containing ...
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04/13/2021
IMAGINE: Image Synthesis by Image-Guided Model Inversion
We introduce an inversion based method, denoted as IMAge-Guided model IN...
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12/14/2020
Semantic Layout Manipulation with High-Resolution Sparse Attention
We tackle the problem of semantic image layout manipulation, which aims ...
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12/04/2020
Few-shot Image Generation with Elastic Weight Consolidation
Few-shot image generation seeks to generate more data of a given domain,...
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07/29/2020
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild
Due to the ubiquity of smartphones, it is popular to take photos of one'...
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07/01/2020
Swapping Autoencoder for Deep Image Manipulation
Deep generative models have become increasingly effective at producing r...
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05/18/2020
Generative Tweening: Long-term Inbetweening of 3D Human Motions
The ability to generate complex and realistic human body animations at s...
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04/06/2020
AutoToon: Automatic Geometric Warping for Face Cartoon Generation
Caricature, a type of exaggerated artistic portrait, amplifies the disti...
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12/17/2018
On the Continuity of Rotation Representations in Neural Networks
In neural networks, it is often desirable to work with various represent...
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07/09/2018
StyleBlit: Fast Example-Based Stylization with Local Guidance
We present StyleBlit---an efficient example-based style transfer algorit...
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07/26/2017
Pigmento: Pigment-Based Image Analysis and Editing
The colorful appearance of a physical painting is determined by the dist...
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06/09/2017
TextureGAN: Controlling Deep Image Synthesis with Texture Patches
In this paper, we investigate deep image synthesis guided by sketch, col...
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12/02/2016