research
∙
03/29/2023
HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion
Implicit neural fields, typically encoded by a multilayer perceptron (ML...
share
research
∙
08/04/2022
PointConvFormer: Revenge of the Point-based Convolution
We introduce PointConvFormer, a novel building block for point cloud bas...
research
∙
04/05/2022
Texturify: Generating Textures on 3D Shape Surfaces
Texture cues on 3D objects are key to compelling visual representations,...
research
∙
07/12/2021
Fast and Explicit Neural View Synthesis
We study the problem of novel view synthesis of a scene comprised of 3D ...
research
∙
04/27/2021
MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions
Deep learning has made significant impacts on multi-view stereo systems....
research
∙
03/31/2021
RetrievalFuse: Neural 3D Scene Reconstruction with a Database
3D reconstruction of large scenes is a challenging problem due to the hi...
research
∙
01/13/2021
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels
Many accessibility features available on mobile platforms require applic...
research
∙
06/13/2020
Equivariant Neural Rendering
We propose a framework for learning neural scene representations directl...
research
∙
10/09/2019
3D Manhattan Room Layout Reconstruction from a Single 360 Image
Recent approaches for predicting layouts from 360 panoramas produce exce...
research
∙
03/23/2018
LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image
We propose an algorithm to predict room layout from a single image that ...
research
∙
12/25/2017
RIDI: Robust IMU Double Integration
This paper proposes a novel data-driven approach for inertial navigation...
research
∙
12/05/2016
Panoramic Structure from Motion via Geometric Relationship Detection
This paper addresses the problem of Structure from Motion (SfM) for indo...
research
∙
08/18/2016