Amal Rannen Triki

Encoder Based Lifelong Learning

Matthew B. Blaschko, Tinne Tuytelaars, Rahaf Aljundi, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Function Norms and Regularization in Deep Networks

Matthew B. Blaschko, Maxim Berman, Amal Rannen Triki, 2017 .

Yes, IoU loss is submodular - as a function of the mispredictions pdf

Matthew B. Blaschko, Maxim Berman, Jiaqian Yu, 2018, ArXiv.

Stochastic Weighted Function Norm Regularization pdf

Matthew B. Blaschko, Maxim Berman, Amal Rannen Triki, 2017, ArXiv.

The Lovasz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks

Matthew B. Blaschko, Maxim Berman, Amal Rannen Triki, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks

Matthew B. Blaschko, Yoon Mo Jung, Seung Il Kim, 2018, Comput. Medical Imaging Graph..

Stochastic Function Norm Regularization of Deep Networks pdf

Matthew B. Blaschko, Amal Rannen Triki, 2016, ArXiv.

A Bayesian Optimization Framework for Neural Network Compression

Matthew B. Blaschko, Maxim Berman, Amal Rannen Triki, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).