Prototype alignment network
WebbDespite the great performance in layout analysis tasks made by semantic segmentation, they usually need a large number of annotated images for training and are difficult to … WebbHi! I'm Chi Nguyen (alias: Chrizmonkey), Creative Director / 2D&3D CG artist-designer/ project manager & consultant & mentor with +16 years of experience in many fields of …
Prototype alignment network
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Webb3 dec. 2024 · On the one hand, prototype-based local alignment divides the region-word alignment into the region-prototype and word-prototype alignment, which can well bridge the modality gap and avoid cumbersome calculation. On the other hand, multi-scale global alignment can help to perceive hierarchical global information. WebbAPANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation Jiacheng Chen*, Bin-Bin Gao*, Zongqing Lu, Jing-Hao Xue, Chengjie Wang, Qingmin Liao IEEE Transactions on Multimedia ( TMM 2024 ), 2024. (Accepted, in press) [ Paper ] [ Abstrcat ] [ BibTeX ]
WebbAdaptive Prototype Learning and Allocation for Few-Shot Segmentation. Reagan1311/ASGNet • • CVPR 2024 By integrating the SGC and GPA together, we … Webb6 okt. 2024 · In this paper, we propose a prototype local–global alignment (PLGA) network for image–text retrieval by jointly performing the fine-grained local alignment and high …
Webb23 mars 2024 · 1、Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection. 目标检测. 2、EmbedMask: Embedding Coupling for … WebbA novel few-shot semantic segmentation framework based on the prototype representation, capable of capturing diverse and fine-grained object features, and a novel graph neural network model to generate and enhance the proposed part-aware prototypes based on labeled and unlabeled images. 135 PDF
WebbRPN Prototype Alignment for Domain Adaptive Object Detector 文中提出一种用于跨域目标检测的新型 RPN 原型对齐方法，它强制两个域的 RPN 特征分别与前景和背景的可学习 …
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