Maxim Berman - RankMe

25 papers A* 4A 2Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	A*	`conf`	Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union. NeurIPS Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
2023	J	`jnl`	Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union. CoRR Zifu Wang, Maxim Berman, Amal Rannen Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
2023	A	`conf`	Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations. WACV Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman
2022	J	`jnl`	Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations. CoRR Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman
2020	A*	`conf`	AOWS: Adaptive and Optimal Network Width Search With Latency Constraints. CVPR Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gérard G. Medioni
2020	J	`jnl`	AOWS: Adaptive and optimal network width search with latency constraints. CoRR Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gérard G. Medioni
2020	J	`jnl`	Discriminative Training of Conditional Random Fields with Probably Submodular Constraints. Int. J. Comput. Vis. Maxim Berman, Matthew B. Blaschko
2020	J	`jnl`	Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index. IEEE Trans. Medical Imaging Tom Eelbode, Jeroen Bertels, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko
2020	J	`jnl`	Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index. CoRR Tom Eelbode, Jeroen Bertels, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko
2019	A*	`conf`	A Bayesian Optimization Framework for Neural Network Compression. ICCV Xingchen Ma, Amal Rannen Triki, Maxim Berman, Christos Sagonas, Jacques Calì, Matthew B. Blaschko
2019	A	`conf`	Adaptive Compression-based Lifelong Learning. BMVC Shivangi Srivastava, Maxim Berman, Matthew B. Blaschko, Devis Tuia
2019	J	`jnl`	Adaptive Compression-based Lifelong Learning. CoRR Shivangi Srivastava, Maxim Berman, Matthew B. Blaschko, Devis Tuia
2019	J	`jnl`	Discriminative training of conditional random fields with probably submodular constraints. CoRR Maxim Berman, Matthew B. Blaschko
2019	—	`conf`	Function Norms for Neural Networks. ICCV Workshops Amal Rannen-Triki, Maxim Berman, Vladimir Kolmogorov, Matthew B. Blaschko
2019	J	`jnl`	Generating superpixels using deep image representations. CoRR Thomas Verelst, Matthew B. Blaschko, Maxim Berman
2019	J	`jnl`	MultiGrain: a unified image embedding for classes and instances. CoRR Maxim Berman, Hervé Jégou, Andrea Vedaldi, Iasonas Kokkinos, Matthijs Douze
2019	J	`jnl`	Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice. CoRR Jeroen Bertels, Tom Eelbode, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko
2019	—	`conf`	Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice. MICCAI (2) Jeroen Bertels, Tom Eelbode, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko
2018	J	`jnl`	Efficient semantic image segmentation with superpixel pooling. CoRR Mathijs Schuurmans, Maxim Berman, Matthew B. Blaschko
2018	J	`jnl`	Supermodular Locality Sensitive Hashes. CoRR Maxim Berman, Matthew B. Blaschko
2018	A*	`conf`	The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks. CVPR Maxim Berman, Amal Rannen Triki, Matthew B. Blaschko
2018	J	`jnl`	Yes, IoU loss is submodular - as a function of the mispredictions. CoRR Maxim Berman, Matthew B. Blaschko, Amal Rannen Triki, Jiaqian Yu
2017	J	`jnl`	Optimization of the Jaccard index for image segmentation with the Lovász hinge. CoRR Maxim Berman, Matthew B. Blaschko
2017	J	`jnl`	Stochastic Weighted Function Norm Regularization. CoRR Amal Rannen Triki, Maxim Berman, Matthew B. Blaschko
2016	—	`conf`	Monocular Surface Reconstruction Using 3D Deformable Part Models. ECCV Workshops (3) Stefan Kinauer, Maxim Berman, Iasonas Kokkinos