Inference-time α-entmax sparsification of CLIP’s final self-attention denoises diffuse mass and lifts dense open-vocabulary segmentation and region retrieval in proportion to baseline off-class spread.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2014)
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Sparse Attention for Dense Open-Vocabulary Prediction in CLIP
Inference-time α-entmax sparsification of CLIP’s final self-attention denoises diffuse mass and lifts dense open-vocabulary segmentation and region retrieval in proportion to baseline off-class spread.