OpenCodePapers

overlapped-15-5-on-pascal-voc-2012

Semantic SegmentationClass-Incremental Semantic SegmentationOverlapped 15-5
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PaperCodeMean IoU (val)ModelNameReleaseDate
Mitigating Background Shift in Class-Incremental Semantic Segmentation✓ Link82.6MBS2024-07-16
SATS: Self-Attention Transfer for Continual Semantic Segmentation✓ Link78.72SATS-M2022-03-15
SATS: Self-Attention Transfer for Continual Semantic Segmentation✓ Link75.70SATS2022-03-15
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning✓ Link73.02SSUL-M2021-06-22
Representation Compensation Networks for Continual Semantic Segmentation✓ Link72.4RCNet-1012022-03-10
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation✓ Link71.4SSUL+AWT2022-10-13
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning✓ Link71.22SSUL2021-06-22
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations70.1SDR2021-03-10
PLOP: Learning without Forgetting for Continual Semantic Segmentation✓ Link70.09PLOP2020-11-23
PLOP: Learning without Forgetting for Continual Semantic Segmentation✓ Link70.08MiB2020-11-23
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation✓ Link69.37PLOPLong2021-06-29
Incremental Learning Techniques for Semantic Segmentation✓ Link61.3ILT2019-07-31
Learning without Forgetting✓ Link55.0LWF2016-06-29
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