Edo Collins

Preconditioned Spectral Descent for Deep Learning

Volkan Cevher, Lawrence Carin, David E. Carlson, 2015, NIPS.

Editing in Style: Uncovering the Local Semantics of GANs

Raja Bala, Sabine Süsstrunk, Bob Price, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Deep Learning for Logic Optimization Algorithms

Giovanni De Micheli, Mathias Soeken, Sabine Süsstrunk, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).

Deep Feature Factorization For Concept Discovery

Sabine Süsstrunk, Radhakrishna Achanta, Edo Collins, 2018, ECCV.

Stochastic Spectral Descent for Discrete Graphical Models

Volkan Cevher, Lawrence Carin, David E. Carlson, 2016, IEEE Journal of Selected Topics in Signal Processing.

Deep Feature Factorization for Content-Based Image Retrieval and Localization

Sabine Süsstrunk, Edo Collins, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Detecting Memorization in ReLU Networks pdf

Sabine Süsstrunk, Edo Collins, Siavash Arjomand Bigdeli, 2018, ArXiv.

Color representation in deep neural networks

Martin Engilberge, Sabine Süsstrunk, Edo Collins, 2017, 2017 IEEE International Conference on Image Processing (ICIP).