Adrian Spurr

Adrian Spurr

PhD student
Advanced Interactive Technologies Lab, ETH Zürich

E-Mail
E-Mail address
Address
Stampfenbachstrasse 48, 8092 Zürich, Switzerland
Room
ETH Zurich, Department of Computer Science, STD, H 27



Biography

I am a PhD student at ETH Zurich, working in the Advanced Interactive Technologies lab with Professor Otmar Hilliges. I received my BSc (2015) and MSc (2017) degrees from ETH Zurich in Computer Science. I have completed an internship between March'19-December'19 an internship at the Learning and Perception Research group at NVIDIA.




Research Interests

My research interests lie at the intersection of machine learning, human computer interaction and vision, focusing on leveraging sparsely or weakly labeled data. My current reserach focus lies in the following domains:

If you are a student that is interested in working with me, please take a look at the available projects in sirop. Alternatively, if you have an interesting proposal of your own, I am open to discussing your idea. In that case, please contact me via email.

Publications

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A Skeleton-Driven Neural Occupancy Representation for Articulated Hands

AuthorsK. Karunratanakul, A. Spurr, Z. Fan, O. Hilliges, S. Tang
In ProceedingsInternational Conference on 3D Vision (3DV), 2021

Accepted as Oral Presentation

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Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-pixel Part Segmentation

AuthorsZ. Fan, A. Spurr, M. Kocabas, S. Tang, M. Black, O. Hilliges
In ProceedingsInternational Conference on 3D Vision (3DV), 2021

Accepted as Oral Presentation

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Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning

AuthorsA. Spurr*, A. Dahiya*, X. Wang, X. Zhang, O. Hilliges
In ProceedingsInternational Conference on Computer Vision (ICCV), 2021
* These two authors contributed equally to this work.

Accepted as Oral Presentation

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Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints

AuthorsA. Spurr, U. Iqbal, P. Molchanov, O. Hilliges, J. Kautz
In ProceedingsEuropean Conference on Computer Vision (ECCV), Glasgow, Scotland, 2020

Winner of HANDS2019 challenge: RGB-based 3D Hand Pose Estimation while Interacting with Objects

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Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

AuthorsA. Armagan, G. Garcia-Hernando, S. Baek, S. Hampali, M. Rad, Z. Zhang, S. Xie, M. Chen, B. Zhang, F. Xiong, Y. Xiao, Z. Cao, J. Yuan, P. Ren, W. Huang, H. Sun, M. Hrúz, J. Kanis, Z. Krňoul, Q. Wan, S. Li, L. Yang, D. Lee, A. Yao, W. Zhou, S. Mei, Y. Liu, A. Spurr, U. Iqbal, P. Molchanov, P. Weinzaepfel, R. Brégier, G. Rogez, V. Lepetit, T. Kim
In ProceedingsEuropean Conference on Computer Vision (ECCV), Glasgow, Scotland, 2020

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Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks


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Deep Pictorial Gaze Estimation

AuthorsS. Park, A. Spurr, O. Hilliges
In ProceedingsEuropean Conference on Computer Vision (ECCV), Munich, Germany, 2018

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Cross-modal deep variational hand pose estimation


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Guiding InfoGAN with Semi-Supervision

AuthorsA. Spurr, E. Aksan, O. Hilliges
In ProceedingsECML PKDD, Skopje, Macedonia, 2017

Academic activities

Student Thesis

2019
MA Zhe He (now at Amazon) Improved StarGAN: High-Fidelity Multi-Domain Image-to-Image Translation (Published at ICCV'19)

2018
BA Andreas Roth Implementing a Predictive Text Entry Method for Swiss German

Reviewing

2020
CVPR
ACM UIST
ECCV
NeurIPS
2019
CVPR
ICCV

Courses