Ray Conditioning: Trading Photo-consistency for Photo-realism in Multi-view Image Generation

EM Chen, S Holalkere, R Yan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Multi-view image generation attracts particular attention these days due to its promising 3D-
related applications, eg, image viewpoint editing. Most existing methods follow a paradigm …

Occupancy planes for single-view rgb-d human reconstruction

X Zhao, YT Hu, Z Ren, AG Schwing - … of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Single-view RGB-D human reconstruction with implicit functions is often formulated as per-
point classification. Specifically, a set of 3D locations within the view-frustum of the camera …

3d-clfusion: Fast text-to-3d rendering with contrastive latent diffusion

YJ Li, T Xu, J Hou, B Wu, X Dai, A Pumarola… - arXiv preprint arXiv …, 2023 - arxiv.org
We tackle the task of text-to-3D creation with pre-trained latent-based NeRFs (NeRFs that
generate 3D objects given input latent code). Recent works such as DreamFusion and …

Pv3d: A 3d generative model for portrait video generation

Z Xu, J Zhang, JH Liew, W Zhang, S Bai, J Feng… - arXiv preprint arXiv …, 2022 - arxiv.org
Recent advances in generative adversarial networks (GANs) have demonstrated the
capabilities of generating stunning photo-realistic portrait images. While some prior works …

Relitalk: Relightable talking portrait generation from a single video

H Qiu, Z Chen, Y Jiang, H Zhou, X Fan, L Yang… - International Journal of …, 2024 - Springer
Recent years have witnessed great progress in creating vivid audio-driven portraits from
monocular videos. However, how to seamlessly adapt the created video avatars to other …

Quantitative manipulation of custom attributes on 3D-aware image synthesis

H Do, EK Yoo, T Kim, C Lee… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
While 3D-based GAN techniques have been successfully applied to render photo-realistic
3D images with a variety of attributes while preserving view consistency, there has been little …

Fast prediction of indoor airflow distribution inspired by synthetic image generation artificial intelligence

CA Faulkner, DS Jankowski, JE Castellini Jr, W Zuo… - Building simulation, 2023 - Springer
Prediction of indoor airflow distribution often relies on high-fidelity, computationally intensive
computational fluid dynamics (CFD) simulations. Artificial intelligence (AI) models trained by …

Controllable radiance fields for dynamic face synthesis

P Zhuang, L Ma, S Koyejo… - … Conference on 3D Vision …, 2022 - ieeexplore.ieee.org
Recent work on 3D-aware image synthesis has achieved compelling results using advances
in neural rendering. However, 3D-aware synthesis of face dynamics hasn't received much …

CIPS-3D++: End-to-End Real-Time High-Resolution 3D-Aware GANs for GAN Inversion and Stylization

P Zhou, L Xie, B Ni, Q Tian - IEEE Transactions on Pattern …, 2023 - ieeexplore.ieee.org
Style-based GANs achieve state-of-the-art results for generating high-quality images, but
lack explicit and precise control over camera poses. Recently proposed NeRF-based GANs …

AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections

Y Wu, S Xu, J Xiang, F Wei, Q Chen, J Yang… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
Previous animatable 3D-aware GANs for human generation have primarily focused on
either the human head or full body. However, head-only videos are relatively uncommon in …