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08/18/2023
MATLABER: Material-Aware Text-to-3D via LAtent BRDF auto-EncodeR
Based on powerful text-to-image diffusion models, text-to-3D generation ...
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06/01/2023
AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars
Capturing and editing full head performances enables the creation of vir...
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05/18/2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
Synthesizing visual content that meets users' needs often requires flexi...
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03/31/2023
GVP: Generative Volumetric Primitives
Advances in 3D-aware generative models have pushed the boundary of image...
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03/25/2023
HQ3DAvatar: High Quality Controllable 3D Head Avatar
Multi-view volumetric rendering techniques have recently shown great pot...
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03/24/2023
Grid-guided Neural Radiance Fields for Large Urban Scenes
Purely MLP-based neural radiance fields (NeRF-based methods) often suffe...
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03/24/2023
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation
Both indoor and outdoor environments are inherently structured and repet...
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10/31/2022
gCoRF: Generative Compositional Radiance Fields
3D generative models of objects enable photorealistic image synthesis wi...
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08/26/2022
Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction
Neural surface reconstruction aims to reconstruct accurate 3D surfaces b...
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06/18/2022
GAN2X: Non-Lambertian Inverse Rendering of Image GANs
2D images are observations of the 3D physical world depicted with the ge...
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03/29/2022
Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images
Learning 3D generative models from a dataset of monocular images enables...
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12/10/2021
CityNeRF: Building NeRF at City Scale
Neural Radiance Field (NeRF) has achieved outstanding performance in mod...
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11/01/2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis
The advent of generative radiance fields has significantly promoted the ...
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10/29/2021
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis
The advancement of generative radiance fields has pushed the boundary of...
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09/09/2021
Talk-to-Edit: Fine-Grained Facial Editing via Dialog
Facial editing is an important task in vision and graphics with numerous...
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11/02/2020
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs
Natural images are projections of 3D objects on a 2D image plane. While ...
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04/06/2020
Self-Supervised Scene De-occlusion
Natural scene understanding is a challenging task, particularly when enc...
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03/30/2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
Learning a good image prior is a long-term goal for image restoration an...
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02/29/2020
Channel Equilibrium Networks for Learning Deep Representation
Convolutional Neural Networks (CNNs) are typically constructed by stacki...
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09/08/2019
Compound Domain Adaptation in an Open World
Existing works on domain adaptation often assume clear boundaries betwee...
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04/22/2019
Switchable Whitening for Deep Representation Learning
Normalization methods are essential components in convolutional neural n...
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03/27/2019
Self-Supervised Learning via Conditional Motion Propagation
Intelligent agent naturally learns from motion. Various self-supervised ...
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07/25/2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net
Convolutional neural networks (CNNs) have achieved great successes in ma...
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12/17/2017
