Per-PixelClassificationisNotAllYouNeed forSemanticSegmentation

Feb-10-2026, 00:55:18 GMT–Neural Information Processing Systems

Following this observation, we proposeMaskFormer,asimple mask classification model which predicts a set of binary masks, each associated with asingle global class label prediction.

artificial intelligence, machine learning, maskformer, (19 more...)

Neural Information Processing Systems

Feb-10-2026, 00:55:18 GMT

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Per-Pixel Classification is Not All You Need for Semantic Segmentation

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