Alacrity 发表于 2025-3-21 17:10:02

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战胜 发表于 2025-3-21 23:16:09

,Constructing Balance from Imbalance for Long-Tailed Image Recognition,the separability of head-tail classes varies among different features with different inductive biases. Hence, our proposed model also provides a . method and paves the way for long-tailed . learning. Extensive experiments show that our method can boost the performance of state-of-the-arts of differe

Mosaic 发表于 2025-3-22 03:43:04

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要塞 发表于 2025-3-22 07:28:53

,Worst Case Matters for Few-Shot Recognition,o reduce the bias. Extensive experiments on benchmark datasets demonstrate the effectiveness of the proposed strategies, which outperforms current state-of-the-art methods with a significant margin in terms of not only average, but also worst-case accuracy.

gerontocracy 发表于 2025-3-22 10:40:50

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FLAT 发表于 2025-3-22 16:05:23

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FLAT 发表于 2025-3-22 18:16:38

,Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation,dot-product attention in the Transformer architecture, DCAMA treats every query pixel as a token, computes its similarities with all support pixels, and predicts its segmentation label as an additive aggregation of all the support pixels’ labels—weighted by the similarities. Based on the unique form

Fecal-Impaction 发表于 2025-3-23 00:35:05

,Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning, alleviate the limited diversity problem. Finally, our approach is also model-agnostic and can easily be integrated into existing supervised methods. To demonstrate its generalization ability, we integrate it into two representative algorithms: MAML and EP. The results on three main few-shot benchma

褪色 发表于 2025-3-23 03:17:07

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Ardent 发表于 2025-3-23 07:36:57

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查看完整版本: Titlebook: Computer Vision – ECCV 2022; 17th European Confer Shai Avidan,Gabriel Brostow,Tal Hassner Conference proceedings 2022 The Editor(s) (if app