Felix Heide

Assistant Professor, Department of Computer Science, Princeton University, Princeton University

CTO, Algolux

Joined

July 2019

Names

Felix Heide

Emails

****@cs.princeton.edu (Confirmed)

****@algolux.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

Department of Computer Science, Princeton University, Princeton University (cs.princeton.edu)

2020 – Present

CTO

Algolux (algolux.com)

2017 – Present

Postdoc

Stanford University (stanford.edu)

2017 – 2019

PhD student

University of British Columbia (ubc.ca)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisee

Wolfgang Heidrich

Present

Expertise

Optimization

2018 – Present

3D Deep Learning

2018 – Present

Computational Imaging

2015 – Present

Deep Learning

2014 – Present

Publications

The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection
Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-Francois Lalonde, Felix Heide
- 07 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Centimeter-wave Free-space Neural Time-of-Flight Imaging
Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide
- Feb 2023 (modified: 17 Apr 2023)
- ACM Trans. Graph. 2023
- Readers: Everyone
Glass Segmentation using Intensity and Spectral Polarization Cues
Haiyang Mei, Bo Dong, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang
- 18 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Spiking Transformers for Event-based Single Object Tracking
Jiqing Zhang, Bo Dong, Haiwei Zhang, Jianchuan Ding, Felix Heide, Baocai Yin, Xin Yang
- 18 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Neural Photo-Finishing
Ethan Tseng, Yuxuan Zhang, Lars Jebe, Xuaner Zhang, Zhihao Xia, Yifei Fan, Felix Heide, Jiawen Chen
- 15 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks
Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang
- Published: 31 Oct 2022, Last Modified: 23 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions
Gene Chou, Ilya Chugunov, Felix Heide
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
LiDAR Snowfall Simulation for Robust 3D Object Detection
Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu, Dengxin Dai, Luc Van Gool
- 2022 (modified: 08 Jun 2022)
- CoRR 2022
- Readers: Everyone
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions
Gene Chou, Ilya Chugunov, Felix Heide
- 2022 (modified: 25 Oct 2022)
- CoRR 2022
- Readers: Everyone
Glass Segmentation using Intensity and Spectral Polarization Cues
Haiyang Mei, Bo Dong, Wen Dong, Jiaxi Yang, Seung-Hwan Baek, Felix Heide, Pieter Peers, Xiaopeng Wei, Xin Yang
- 2022 (modified: 03 Nov 2022)
- CVPR 2022
- Readers: Everyone

View all 119 publications

Co-Authors

View all 147 co-authors