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The augmented designer: a research agenda for generative AI-enabled design
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 …
tremendous speed. This paper presents a research agenda for Generative AI-based support …
Robust dynamic radiance fields
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 …
appearance of a dynamic scene. Existing methods, however, assume that accurate camera …
Consistent view synthesis with pose-guided diffusion models
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 …
Reality applications that provide immersive experiences. However, most existing techniques …
Dynamic view synthesis from dynamic monocular video
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 …
time step given a monocular video of a dynamic scene. Our work builds upon recent …
Space-time neural irradiance fields for free-viewpoint video
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 …
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
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 …
object understanding. While recent approaches that leverage pre-trained generative models …
Learning neural light fields with ray-space embedding
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 …
to render, requiring hundreds of network evaluations per pixel to approximate a volume …
Image inpainting with cascaded modulation gan and object-aware training
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 …
plausible image structures when dealing with large holes in complex images. This is …
360monodepth: High-resolution 360deg monocular depth estimation
Abstract 360deg cameras can capture complete environments in a single shot, which makes
360deg imagery alluring in many computer vision tasks. However, monocular depth …
360deg imagery alluring in many computer vision tasks. However, monocular depth …
Single-view view synthesis in the wild with learned adaptive multiplane images
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 …
photographs. Existing methods have shown promising results leveraging monocular depth …