palette 发表于 2025-3-23 12:56:52
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Agglomerative Token Clustering, across image classification, image synthesis, and object detection & segmentation tasks. ATC merges clusters through bottom-up hierarchical clustering, without the introduction of extra learnable parameters. We find that ATC achieves state-of-the-art performance across all tasks, and can even perfohereditary 发表于 2025-3-23 21:59:31
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http://reply.papertrans.cn/25/2424/242305/242305_14.png人类学家 发表于 2025-3-24 04:48:25
,ClusteringSDF: Self-Organized Neural Implicit Surfaces for 3D Decomposition, machine-generated segments, integrating them to achieve 3D consistency. In this paper, we propose ClusteringSDF, a novel approach achieving both segmentation and reconstruction in 3D via the neural implicit surface representation, specifically the Signed Distance Function (SDF), where the segmentatMetamorphosis 发表于 2025-3-24 10:11:35
,NAMER: Non-autoregressive Modeling for Handwritten Mathematical Expression Recognition, in document understanding. Current methods typically approach HMER as an image-to-sequence generation task within an autoregressive (AR) encoder-decoder framework. However, these approaches suffer from several drawbacks: 1) a lack of overall language context, limiting information utilization beyondstress-response 发表于 2025-3-24 14:21:35
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0302-9743 reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation..978-3-031-72997-3978-3-031-72998-0Series ISSN 0302-9743 Series E-ISSN 1611-3349