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08/31/2023
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation
Unconditional video generation is a challenging task that involves synth...
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08/24/2023
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation
Automatic high-quality rendering of anime scenes from complex real-world...
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06/07/2023
GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation
Recent advances in deep learning have witnessed many successful unsuperv...
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03/10/2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
Recent advances in face manipulation using StyleGAN have produced impres...
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09/22/2022
VToonify: Controllable High-Resolution Portrait Video Style Transfer
Generating high-quality artistic portrait videos is an important and des...
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05/12/2022
Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets
This paper performs comprehensive analysis on datasets for occlusion-awa...
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04/07/2022
Unsupervised Image-to-Image Translation with Generative Prior
Unsupervised image-to-image translation aims to learn the translation be...
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03/31/2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
Recent advances like StyleGAN have promoted the growth of controllable f...
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03/24/2022
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
Recent studies on StyleGAN show high performance on artistic portrait ge...
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11/12/2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
Generative adversarial networks (GANs) typically require ample data for ...
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02/18/2021
DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results
This paper reports methods and results in the DeeperForensics Challenge ...
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12/23/2020
Focal Frequency Loss for Generative Models
Despite the remarkable success of generative models in creating photorea...
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07/23/2020
TSIT: A Simple and Versatile Framework for Image-to-Image Translation
We introduce a simple and versatile framework for image-to-image transla...
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05/17/2020
Dampen the Stop-and-Go Traffic with Connected and Automated Vehicles – A Deep Reinforcement Learning Approach
Stop-and-go traffic poses many challenges to tranportation system, but i...
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01/21/2020
Cooperative Highway Work Zone Merge Control based on Reinforcement Learning in A Connected and Automated Environment
Given the aging infrastructure and the anticipated growing number of hig...
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01/09/2020
A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images
Pavement conditions are a critical aspect of asset management and direct...
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01/09/2020