Event-based Vision in the Era of Generative AI - Transforming Perception and Visual Innovation Summary


PhysEye: A Physics-Informed Framework for Unsupervised 3D Eye Tracking with Event Cameras
Hicham Sekkati,
Jean Francois Lapointe
[pdf]
[bibtex]
@InProceedings{Sekkati_2026_WACV, author = {Sekkati, Hicham and Lapointe, Jean Francois}, title = {PhysEye: A Physics-Informed Framework for Unsupervised 3D Eye Tracking with Event Cameras}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {666-674} }

SynSacc: A Blender-to-V2E Pipeline for Synthetic Neuromorphic Eye-Movement Data and Sim-to-Real Spiking Model Training
Khadija Iddrisu,
Waseem Shariff,
Suzanne Little,
Noel O'Connor
[pdf] [arXiv]
[bibtex]
@InProceedings{Iddrisu_2026_WACV, author = {Iddrisu, Khadija and Shariff, Waseem and Little, Suzanne and O'Connor, Noel}, title = {SynSacc: A Blender-to-V2E Pipeline for Synthetic Neuromorphic Eye-Movement Data and Sim-to-Real Spiking Model Training}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {675-684} }

UEOF: A Benchmark Dataset for Underwater Event-Based Optical Flow
Nick Truong,
Pritam P Karmokar,
William J Beksi
[pdf] [arXiv]
[bibtex]
@InProceedings{Truong_2026_WACV, author = {Truong, Nick and Karmokar, Pritam P and Beksi, William J}, title = {UEOF: A Benchmark Dataset for Underwater Event-Based Optical Flow}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {645-655} }

EUMD: Event-based Unrolled Motion Deblurring via Learnable Prior Optimization
Haichuan Zhang,
Dongdong Fu,
Jonathan Miller,
Anustup Choudhury,
Chul Lee,
Vishal Monga
[pdf]
[bibtex]
@InProceedings{Zhang_2026_WACV, author = {Zhang, Haichuan and Fu, Dongdong and Miller, Jonathan and Choudhury, Anustup and Lee, Chul and Monga, Vishal}, title = {EUMD: Event-based Unrolled Motion Deblurring via Learnable Prior Optimization}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {656-665} }