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08/13/2023
Probabilistic Imputation for Time-series Classification with Missing Data
Multivariate time series data for real-world applications typically cont...
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06/05/2023
User-friendly Image Editing with Minimal Text Input: Leveraging Captioning and Injection Techniques
Recent text-driven image editing in diffusion models has shown remarkabl...
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06/01/2023
Regularizing Towards Soft Equivariance Under Mixed Symmetries
Datasets often have their intrinsic symmetries, and particular deep-lear...
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05/30/2023
Context-Preserving Two-Stage Video Domain Translation for Portrait Stylization
Portrait stylization, which translates a real human face image into an a...
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02/26/2023
Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance
With the advantages of fast inference and human-friendly flexible manipu...
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02/13/2023
3D-aware Blending with Generative NeRFs
Image blending aims to combine multiple images seamlessly. It remains ch...
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01/22/2023
BallGAN: 3D-aware Image Synthesis with a Spherical Background
3D-aware GANs aim to synthesize realistic 3D scenes such that they can b...
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12/06/2022
Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding
Inspired by the impressive performance of recent face image editing meth...
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07/27/2022
Generator Knows What Discriminator Should Learn in Unconditional GANs
Recent methods for conditional image generation benefit from dense super...
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07/04/2022
Memory Efficient Patch-based Training for INR-based GANs
Recent studies have shown remarkable progress in GANs based on implicit ...
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02/21/2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
In the deep learning era, long video generation of high-quality still re...
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04/30/2021
StyleMapGAN: Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
Generative adversarial networks (GANs) synthesize realistic images from ...
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03/05/2021
Deep Hedging, Generative Adversarial Networks, and Beyond
This paper introduces a potential application of deep learning and artif...
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08/16/2019
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss
Line art colorization is expensive and challenging to automate. A GAN ap...
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04/22/2019