论文中值得摘抄的句子

• We abandon the memory queue, which we find has diminishing gain if the batch is sufficiently large：我们抛弃了内存队列机制，我们发现当批样本量相当大的时候，内存队列的性能增益会减小
• which indicates the misuse of the weak labels：这说明弱标签的使用不当
• the proposed dual branches separately handle full and weaksupervised learning and effectively eliminate their mutual interference：所提出的双分支独立的处理全监督和弱监督学习，能够有效消除他们的彼此干扰
• Besides, separate training prohibits the exchange for supervision information：此外，单独的训练组织了监督信息的交换
• Our DDF method facilitates the feature disentanglement at the global and local stages：我们的DDF方法促进了全局和局部阶段的特征解构
• To address this dilemma：为了解决这一难题
• To alleviate this issue：为了缓解这个问题
• Motivated by the aforementioned observations：出于上述观察的动机
• The deficiency of segmentation labels is one of the main obstacles to semantic segmentation：分割标签的不足是语义分割的主要障碍之一
• The characterization of similarity and discrepancy is at thecore of all clustering methods. ：相似性和差异性的特征是所有聚类方法的核心
• The basic idea of SPICE is to synergize the discrepancy among semantic clusters, the similarity among instance samples, and the semantic con-sistency of local samples in an embedding space to optimize the clustering network in a semantically-driven paradigm.：SPICE 的基本idea是同步：语义类之间的差异性，实例样本间的相似度以及嵌入空间的局部样本间的语义一致性，利用语义驱动的范式来优化聚类网络
• However, CAM usually onlyidentifies the most discriminative object extents,which is attributed to the fact that the networkdoesn’t need to discover the integral object to recognize image-level labels.：然而，CAM通常只识别出最具鉴别力的物体范围，这是因为网络不需要发现物体全貌来识别图像级别的标签。

每日一句

• Dream big and dare to fail.
  • 敢于梦想并敢于失败