Concepedia

Author

Maxim Berman

KU LeuvenORCID

Also Known As

Berman, Maxim, M. H. Berman, Maxim Berman

27

Publications

1.5K

Citations

9

H-Index

28

Concepts

All Affiliations

KU Leuven
MB

About

Maxim Berman is an author at KU Leuven specializing in computer science, deep learning, and data science.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

5

5

1K

2

Computer Science

5

5

1K

3

Data Science

5

5

1K

4

Computer Engineering

1

1

25

5

Artificial Intelligence

1

1

25

Maxim Berman

×

8

Publications

1.5K

Citations

8

H-Index

YearCitations

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

Maxim Berman, Amal Rannen Triki, Matthew B. Blaschko

2018

936

Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index

Tom Eelbode, Jeroen Bertels, Maxim Berman,

IEEE Transactions on Medical Imaging

2020

386

The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks

Maxim Berman, Amal Rannen Triki, Matthew B. Blaschko

arXiv (Cornell University)

2017

39

MultiGrain: a unified image embedding for classes and instances

Maxim Berman, Hervé Jeǵou, Andrea Vedaldi,

arXiv (Cornell University)

2019

33

A Bayesian Optimization Framework for Neural Network Compression

Xingchen Ma, Amal Rannen Triki, Maxim Berman,

2019

25

Efficient semantic image segmentation with superpixel pooling

Mathijs Schuurmans, Maxim Berman, Matthew B. Blaschko

arXiv (Cornell University)

2018

18

The Lov\\'asz-Softmax loss: A tractable surrogate for the optimization of\n the intersection-over-union measure in neural networks

Maxim Berman, Amal Rannen Triki, Matthew B. Blaschko

arXiv (Cornell University)

2017

15

Optimization of the Jaccard index for image segmentation with the Lovász hinge.

Maxim Berman, Matthew B. Blaschko

arXiv (Cornell University)

2017

12

Page 1