Maxim Berman
5 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
intersection over union
(2)
semantic segmentation
(2)
weakly supervised learning
(1)
knowledge distillation
(1)
multi-label classification
(1)
neural architecture search
(1)
neural network optimization
(1)
efficient computing
(1)
class imbalance
(1)
gaussian process
(1)
dynamic programming
(1)
parameter optimization
(1)
bayesian optimization
(1)
loss function
(1)
latency constraint
(1)
evaluation metric
(1)
channel configuration
(1)
network width
(1)
hardware efficiency
(1)
channel number
(1)
Papers
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
NeurIPS 2023
Spatial Consistency Loss for Training Multi-Label Classifiers From Single-Label Annotations
WACV 2023
AOWS: Adaptive and Optimal Network Width Search With Latency Constraints
CVPR 2020
A Bayesian Optimization Framework for Neural Network Compression
ICCV 2019
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks
CVPR 2018