215 citations · 231 across the 6 of their papers we have counts for
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cs.CV2023★ 10 cited
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
Zifu Wang, Maxim Berman, Amal Rannen-Triki +6
Semantic segmentation datasets often exhibit two types of imbalance: \textit{class imbalance}, where some classes appear more frequently than others and \textit{size imbalance}, wh…
cs.CV2017★ 215 cited
Encoder Based Lifelong Learning
Amal Rannen Triki, Rahaf Aljundi, Mathew B. Blaschko +1
This paper introduces a new lifelong learning solution where a single model is trained for a sequence of tasks. The main challenge that vision systems face in this context is catas…