OpenCodePapers
overlapped-15-1-on-pascal-voc-2012
Semantic Segmentation
Class-Incremental Semantic Segmentation
Overlapped 15-1
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Paper
Code
mIoU
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ModelName
ReleaseDate
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Mitigating Background Shift in Class-Incremental Semantic Segmentation
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80.6
MBS
2024-07-16
SATS: Self-Attention Transfer for Continual Semantic Segmentation
✓ Link
76.61
SATS-M
2022-03-15
SATS: Self-Attention Transfer for Continual Semantic Segmentation
✓ Link
74.48
SATS
2022-03-15
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
✓ Link
71.37
SSUL-M
2021-06-22
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
✓ Link
67.61
SSUL
2021-06-22
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
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67.6
SSUL+AWT
2022-10-13
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
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61.21
PLOPLong
2021-06-29
Representation Compensation Networks for Continual Semantic Segmentation
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59.4
RCNet-101
2022-03-10
PLOP: Learning without Forgetting for Continual Semantic Segmentation
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54.64
PLOP
2020-11-23
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations
39.5
SDR
2021-03-10
PLOP: Learning without Forgetting for Continual Semantic Segmentation
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29.29
MiB
2020-11-23
Incremental Learning Techniques for Semantic Segmentation
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9.2
ILT
2019-07-31
Learning without Forgetting
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5.5
LWF
2016-06-29