Berman, Maxim

8 publications

NeurIPS 2023 Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-Grained Intersection over Union Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip Torr, Devis Tuia, Tinne Tuytelaars, Luc V Gool, Jiaqian Yu, Matthew Blaschko

WACV 2023 Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman

CVPR 2020 AOWS: Adaptive and Optimal Network Width Search with Latency Constraints Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gerard Medioni

ICCV 2019 A Bayesian Optimization Framework for Neural Network Compression Xingchen Ma, Amal Rannen Triki, Maxim Berman, Christos Sagonas, Jacques Cali, Matthew B. Blaschko

ICCVW 2019 Function Norms for Neural Networks Amal Rannen-Triki, Maxim Berman, Vladimir Kolmogorov, Matthew B. Blaschko

CVPR 2018 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

ECCV 2016 Monocular Surface Reconstruction Using 3D Deformable Part Models Stefan Kinauer, Maxim Berman, Iasonas Kokkinos

ECCVW 2016 Monocular Surface Reconstruction Using 3D Deformable Part Models Stefan Kinauer, Maxim Berman, Iasonas Kokkinos