News
- 08/2024 I start as a PhD student at the University of Maryland, College Park.
- 02/2024 Our work Morphable Diffusion is accepted to CVPR 2024!
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Towards Robust 3D Body Mesh Inference of Partially-observed Humans
Semester Project at Computer Vision and Learning Group
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We improved SMPLify-X optimization pipeline by applying keypoints blending and a stronger pose prior for robust human mesh inference on partially-observed human images.
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Leveraging Motion Imitation in Reinforcement Learning for Biped Character
Final project for Digital Humans
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We reproduced the imitation tasks in Deepmimic with a curriculum training strategy to extend our algorithm’s applicability to various biped robots with different shapes, masses, and dynamics models.
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Learning to Reconstruct 3D Faces by Watching TV
Final project for 3D Vision
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We proposed to use the abundant temporal information from TV series videos for 3D face reconstruction. We modified DECA's encoders and include bidirectional RNN based temporal feature extractors to propagate and aggregate temporal information across frames.
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An Ensemble Based Approach to Collaborative Filtering
Final project for Computational Intelligence Lab
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We built a collaborative filtering pipeline that ensembles multiple neural network based and matrix factorization based methods, including Variational Autoencoder, Bayesian Factorization Machine, etc.
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Gentrification Exploration in Zürich
Final Project for Interactive Machine Learning: Visualization & Explainability
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We designed an interactive machine learning tool with Variational Nearest Neighbor Gaussian Process (VNNGP) model to uncover and visualize pricing dynamics and gentrification developments in the housing rental market of Zürich.
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Services
Reviewer: TPAMI 2024
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