198 citations · 479 across the 8 of their papers we have counts for
8 papers
Quantum-inspired Topographic Stereovision
Fanglin Bao, Youfei Xie, Syed Masood
We revisit the conventional triangulation in distant stereovision, when shape rather than distance is the relevant observable. We show through the information-regret analysis that…
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization
Ziwei Yu, Linlin Yang, You Xie +2
We propose a novel framework for 3D hand shape reconstruction and hand-object grasp optimization from a single RGB image. The representation of hand-object contact regions is criti…
TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates
You Xie, Huiqi Mao, Angela Yao +1
We propose a novel approach to generate temporally coherent UV coordinates for loose clothing. Our method is not constrained by human body outlines and can capture loose garments a…
Data-driven Regularization via Racecar Training for Generalizing Neural Networks
You Xie, Nils Thuerey
We propose a novel training approach for improving the generalization in neural networks. We show that in contrast to regular constraints for orthogonality, our approach represents…
A Multi-Pass GAN for Fluid Flow Super-Resolution
Maximilian Werhahn, You Xie, Mengyu Chu +1
We propose a novel method to up-sample volumetric functions with generative neural networks using several orthogonal passes. Our method decomposes generative problems on Cartesian…
Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation
Mengyu Chu, You Xie, Jonas Mayer +2
Our work explores temporal self-supervision for GAN-based video generation tasks. While adversarial training successfully yields generative models for a variety of areas, temporal…
tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow
You Xie, Aleksandra Franz, Mengyu Chu +1
We propose a temporally coherent generative model addressing the super-resolution problem for fluid flows. Our work represents a first approach to synthesize four-dimensional physi…
Data-Driven Synthesis of Smoke Flows with CNN-based Feature Descriptors
Mengyu Chu, Nils Thuerey
We present a novel data-driven algorithm to synthesize high-resolution flow simulations with reusable repositories of space-time flow data. In our work, we employ a descriptor lear…