Jie Song

Jie Song

PHD student
Advanced Interactive Technologies Lab, ETH Zürich

E-Mail
jsong@inf.ethz.ch
Address
Universitätstrasse 6, 8092 Zürich, Switzerland
Room
ETH Zurich, Department of Computer Science, CNB, E 100.5



Biography

I'm a PHD candidate at ETH Zurich in the Advanced Interactive Technologies lab. . Briefly, I am interested in how to incorporate structured information into deep learning pipeline, either semantically or geometrically. Application-wise, I am mainly working on hand-pose/body-pose-shape/human-motion estimation and also learning based view synthesis and 6D pose estimation. If you are interested in Semester/Master projects, please directly contact me by email.




Awards




Publications

Teaser-Picture

NVS Machines: Learning Novel View Synthesis with Fine-grained View Control

AuthorsX. Chen*, J. Song*, O. Hilliges
In ProceedingsarXiv preprint arXiv:1901.01880 , 2019
* These two authors contributed equally to this work.

Teaser-Picture

Unpaired Pose Guided Human Image Generation

AuthorsX. Chen, J. Song, O. Hilliges
In ProceedingsarXiv preprint arXiv:1901.02284 , 2019

Teaser-Picture

End-to-end Learning for Graph Decomposition

AuthorsJ. Song, B. Andres, M. Black, O. Hilliges, S. Tang
In ProceedingsarXiv preprint arXiv:1812.09737, 2018

Teaser-Picture

Cross-modal Deep Variational Hand Pose Estimation

AuthorsA. Spurr, J. Song, S. Park, O. Hilliges
In ProceedingsCVPR, Salt Lake City, USA, 2018

Accepted as Spotlight Presentation

Teaser-Picture

Learning Human Motion Models for Long-term Predictions

AuthorsP. Ghosh, J. Song, E. Aksan, O. Hilliges
In Proceedings3D Vision (3DV), 2017 International Conference on, 2017

Best Paper Award

Teaser-Picture

Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos

AuthorsJ. Song, L. Wang, L. Van Gool, O. Hilliges
In ProceedingsCVPR, Hawaii, USA, 2017

Accepted as oral presentation

Teaser-Picture

Two-Stream SR-CNNs for Action Recognition in Videos

Authors Y. Wang, J. Song, L. Wang, L. Van Gool, O. Hilliges
In ProceedingsBMVC, York, UK, 2016
Code and Models are on GitHub.

Teaser-Picture

Interacting with Soli: Exploring Fine-Grained Dynamic Gesture Recognition in the Radio-Frequency Spectrum

Authors S. Wang*, J. Song*, J. Lien, I. Poupyrev, O. Hilliges
In ProceedingsACM User Interface Software and Technology Symposium, Tokyo, Japan, 2016
Code and dataset is on GitHub.
*The first two authors contributed equally to this work.

Teaser-Picture

Joint Estimation of 3D Hand Position and Gestures from Monocular Video for Mobile Interaction

Authors J. Song, F. Pece, G. Sörös, M. Koelle, O. Hilliges
In ProceedingsACM SIGCHI, Seoul, South Korea, Apr. 2015

Teaser-Picture

In-air Gestures Around Unmodified Mobile Devices

Authors J. Song, G. Sörös, F. Pece, S. Fanello, S. Izadi, C. Keskin, O. Hilliges
In ProceedingsACM User Interface Software and Technology Symposium, Honolulu, Hawaii, Oct. 2014




Student Theses

Past Student Projects




Teaching Assistant