kNN-CLIP: retrieval enables training-free segmentation on continually expanding large vocabularies

Continual segmentation has not yet tackled the challenge of improving open-vocabulary segmentation models with training data for accurate segmentation across large, continually expanding vocabularies. We discover that traditional continual training results in severe catastrophic forgetting, failing...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Gui, Z, Sun, S, Li, R, Yuan, J, An, Z, Roth, K, Prabhu, A, Torr, P
स्वरूप: Journal article
भाषा:English
प्रकाशित: Transactions on Machine Learning Research 2024