research
∙
04/20/2023
Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3) Equivariance
We address the problem of fitting a parametric human body model (SMPL) t...
share
research
∙
04/04/2022
Exemplar-bsaed Pattern Synthesis with Implicit Periodic Field Network
Synthesis of ergodic, stationary visual patterns is widely applicable in...
research
∙
10/06/2021
Topologically Consistent Multi-View Face Inference Using Volumetric Sampling
High-fidelity face digitization solutions often combine multi-view stere...
research
∙
03/25/2021
Equivariant Point Network for 3D Point Cloud Analysis
Features that are equivariant to a larger group of symmetries have been ...
research
∙
06/17/2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction
3D reconstruction from a single RGB image is a challenging problem in co...
research
∙
11/02/2019
Learning to Infer Implicit Surfaces without 3D Supervision
Recent advances in 3D deep learning have shown that it is possible to tr...
research
∙
04/03/2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning
Rendering bridges the gap between 2D vision and 3D scenes by simulating ...
research
∙
01/17/2019
Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction
Rendering is the process of generating 2D images from 3D assets, simulat...
research
∙
09/17/2018
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning
Ranking is a fundamental and widely studied problem in scenarios such as...
research
∙
05/28/2018
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks
Tasks such as search and recommendation have become increas- ingly impor...
research
∙
03/30/2018
Automatic Generation of Chinese Short Product Titles for Mobile Display
This paper studies the problem of automatically extracting a short title...
research
∙
11/25/2017
CondenseNet: An Efficient DenseNet using Learned Group Convolutions
Deep neural networks are increasingly used on mobile devices, where comp...
research
∙
06/07/2017