Qianli Ma

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Max Planck Society

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South China University of Technology International Student Union

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ETH Zurich

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∙ 12/14/2021

EgoBody: Human Body Shape, Motion and Social Interactions from Head-Mounted Devices

Understanding social interactions from first-person views is crucial for...

Siwei Zhang, et al. ∙

∙ 09/02/2021

The Power of Points for Modeling Humans in Clothing

Currently it requires an artist to create 3D human avatars with realisti...

Qianli Ma, et al. ∙

∙ 06/22/2021

MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images

In this paper, we aim to create generalizable and controllable neural si...

Shaofei Wang, et al. ∙

∙ 06/17/2021

Embedding-based Product Retrieval in Taobao Search

Nowadays, the product search service of e-commerce platforms has become ...

Sen Li, et al. ∙

∙ 04/15/2021

SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements

Learning to model and reconstruct humans in clothing is challenging due ...

Qianli Ma, et al. ∙

∙ 04/10/2021

Efficient Path Planning in Narrow Passages via Closed-Form Minkowski Operations

Path planning has long been one of the major research areas in robotics,...

Sipu Ruan, et al. ∙

∙ 04/07/2021

SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks

We present SCANimate, an end-to-end trainable framework that takes raw 3...

Shunsuke Saito, et al. ∙

∙ 08/12/2020

Generating Person-Scene Interactions in 3D Scenes

High fidelity digital 3D environments have been proposed in recent years...

Siwei Zhang, et al. ∙

∙ 07/31/2019

Learning to Dress 3D People in Generative Clothing

Three-dimensional human body models are widely used in the analysis of h...

Qianli Ma, et al. ∙

∙ 07/31/2019

Dressing 3D Humans using a Conditional Mesh-VAE-GAN

Three-dimensional human body models are widely used in the analysis of h...

Qianli Ma, et al. ∙

∙ 07/08/2019

Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images

In medical applications, the same anatomical structures may be observed ...

Wenguang Yuan, et al. ∙

∙ 06/03/2019

Low-rank Random Tensor for Bilinear Pooling

Bilinear pooling is capable of extracting high-order information from da...

Yan Zhang, et al. ∙

∙ 06/30/2018

Classification of lung nodules in CT images based on Wasserstein distance in differential geometry

Lung nodules are commonly detected in screening for patients with a risk...

Min Zhang, et al. ∙

∙ 11/13/2017

Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework

As an efficient recurrent neural network (RNN) model, reservoir computin...

Qianli Ma, et al. ∙

∙ 05/09/2016

Theano: A Python framework for fast computation of mathematical expressions

Theano is a Python library that allows to define, optimize, and evaluate...

The Theano Development Team, et al. ∙