Ph.D. student at the Computer Science Department at Ben-Gurion University of the Negev.
My research areas are machine learning, computer vision, and optimization.
Advisors: Prof. Oren Freifeld and Prof. Eran Treister.
Wavelet Convolutions for Large Receptive Fields
ECCV 2024
Shahaf E. Finder, Roy Amoyal, Eran Treister, Oren Freifeld
[Paper] [Code]
Trainable Highly-expressive Activation Functions
ECCV 2024
Irit Chelly*, Shahaf E. Finder*, Shira Ifergane, Oren Freifeld
* - contributed equally
[Paper] [Code]
SpaceJAM: a Lightweight and Regularization-free Method for Fast Joint Alignment of Images
ECCV 2024
Nir Barel*, Ron Shapira Weber*, Nir Mualem, Shahaf E. Finder, Oren Freifeld
* - contributed equally
[Paper] [Code]
Wavelet Feature Maps Compression for Image-to-Image CNNs
NeurIPS 2022
Shahaf E. Finder*, Yair Zohav*, Maor Ashkenazi*, Eran Treister
* - contributed equally
[Paper] [Code]
Searching for N:M Fine-grained Sparsity of Weights and Activations in Neural Networks
ECCV Workshop 2022
Ruth Akiva-Hochman*, Shahaf E. Finder*, Javier S. Turek, Eran Treister
* - contributed equally
[Paper] [Code-TBA]
DeepDPM: Deep Clustering With an Unknown Number of Clusters
CVPR 2022
Meitar Ronen, Shahaf E. Finder, Oren Freifeld
[Paper] [Code]
Effective Learning of a GMRF Mixture Model
IEEE Access, 2022
Shahaf E. Finder, Eran Treister, Oren Freifeld
[Paper] [Code]
Multi-Spectral Optimization for Tissue Probing Using Machine Learning
IEEE Photonics Journal, 2020
Yarden Tzabari Kelman, Hadas Lupa Yitzhak, Nadav Shabairou, Shahaf E. Finder, Zeev Zalevsky
[Paper]
Office: Alon building, VIL lab (37/-105)
Email: finders@post.bgu.ac.il