The augmented designer: a research agenda for generative AI-enabled design

K Thoring, S Huettemann, RM Mueller - Proceedings of the Design …, 2023 - cambridge.org
Generative AI algorithms that are able to generate creative output are progressing at
tremendous speed. This paper presents a research agenda for Generative AI-based support …

Robust dynamic radiance fields

YL Liu, C Gao, A Meuleman… - Proceedings of the …, 2023 - openaccess.thecvf.com
Dynamic radiance field reconstruction methods aim to model the time-varying structure and
appearance of a dynamic scene. Existing methods, however, assume that accurate camera …

Consistent view synthesis with pose-guided diffusion models

HY Tseng, Q Li, C Kim, S Alsisan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Novel view synthesis from a single image has been a cornerstone problem for many Virtual
Reality applications that provide immersive experiences. However, most existing techniques …

Dynamic view synthesis from dynamic monocular video

C Gao, A Saraf, J Kopf… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present an algorithm for generating novel views at arbitrary viewpoints and any input
time step given a monocular video of a dynamic scene. Our work builds upon recent …

Space-time neural irradiance fields for free-viewpoint video

W **an, JB Huang, J Kopf… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present a method that learns a spatiotemporal neural irradiance field for dynamic scenes
from a single video. Our learned representation enables free-viewpoint rendering of the …

Consistent-1-to-3: Consistent image to 3d view synthesis via geometry-aware diffusion models

J Ye, P Wang, K Li, Y Shi… - … Conference on 3D Vision …, 2024 - ieeexplore.ieee.org
Zero-shot novel view synthesis (NVS) from a single image is an essential problem in 3D
object understanding. While recent approaches that leverage pre-trained generative models …

Learning neural light fields with ray-space embedding

B Attal, JB Huang, M Zollhöfer… - Proceedings of the …, 2022 - openaccess.thecvf.com
Neural radiance fields (NeRFs) produce state-of-the-art view synthesis results, but are slow
to render, requiring hundreds of network evaluations per pixel to approximate a volume …

Image inpainting with cascaded modulation gan and object-aware training

H Zheng, Z Lin, J Lu, S Cohen, E Shechtman… - European conference on …, 2022 - Springer
Recent image inpainting methods have made great progress but often struggle to generate
plausible image structures when dealing with large holes in complex images. This is …

360monodepth: High-resolution 360deg monocular depth estimation

M Rey-Area, M Yuan… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Abstract 360deg cameras can capture complete environments in a single shot, which makes
360deg imagery alluring in many computer vision tasks. However, monocular depth …

Single-view view synthesis in the wild with learned adaptive multiplane images

Y Han, R Wang, J Yang - ACM SIGGRAPH 2022 Conference …, 2022 - dl.acm.org
This paper deals with the challenging task of synthesizing novel views for in-the-wild
photographs. Existing methods have shown promising results leveraging monocular depth …