* denotes equal contribution.

Publications

[7]
Occupancy Planes for Single-view RGB-D Human Reconstruction.
Xiaoming Zhao, Yuan-Ting Hu, Zhongzheng Ren, and Alexander G. Schwing
AAAI Conference on Artificial Intelligence (AAAI), 2023   
[Paper] [bibtex]
[6]
Generative Multiplane Images: Making a 2D GAN 3D-Aware.
Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, and Alex Colburn
European Conference on Computer Vision (ECCV), 2022
Oral Presentation   
[Paper] [Code] [Website] [bibtex]   
[5]
Initialization and Alignment for Adversarial Texture Optimization.
Xiaoming Zhao, Zhizhen Zhao, and Alexander G. Schwing
European Conference on Computer Vision (ECCV), 2022   
[Paper] [Code] [Website] [bibtex]
[4]
Class-agnostic Reconstruction of Dynamic Objects from Videos.
Zhongzheng Ren*, Xiaoming Zhao*, and Alexander G. Schwing
Neural Information Processing Systems (NeurIPS), 2021   
[Paper] [Website] [bibtex]
[3]
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation.
Xiaoming Zhao, Harsh Agrawal, Dhruv Batra, and Alexander G. Schwing
Int'l Conf. on Computer Vision (ICCV), 2021   
[Paper] [Code] [Website] [bibtex]
[2]
Mitigating Data Scarcity in Protein Binding Prediction Using Meta-Learning.
Yunan Luo*, Jianzhu Ma*, Xiaoming Zhao, Yufeng Su, Yang Liu, Trey Ideker, and Jian Peng
Research in Computational Molecular Biology (RECOMB), 2019   
[Paper] [bibtex]
[1]
Integrating Thermodynamic and Sequence Contexts Improves Protein-RNA Binding Prediction.
Yufeng Su, Yunan Luo, Xiaoming Zhao, Yang Liu, and Jian Peng
PLOS Computational Biology, 2019   
[Paper] [Code] [bibtex]

Workshops

[2]
Learning from Synthesized Demonstrations.
Xiaoming Zhao, Yang Liu, and Jian Peng
Int'l Conf. on Machine Learning (ICML) Workshop on Learning in Artificial Open Worlds, 2020   
[Poster] [bibtex]
[1]
Approximation Gradient Error Variance Reduced Optimization.
Wei-Ye Zhao, Yang Liu, Xiaoming Zhao, Jie-Lin Qiu, and Jian Peng
AAAI Conf. on Artificial Intelligence (AAAI) Workshop on Reinforcement Learning in Games, 2019   
[Paper] [bibtex]