3. Method In this section, we describe the problem setting and in- troduce our method. 3.1. Preliminary Few-shot task Few-shot learning classification aims to classify a large number of samples with only a small number of labeled ones in each class. Labeled samp...
19327 3. Cross-Modal Adaptation In this section, we mathematically formalize our ap- proach to cross-modal few-shot learning. Uni-modal learning. We begin by reviewing standard uni-modal few-shot classification, which learns a classifier from a small dataset ...
The offspring proved to be not from a single bi-parental cross. In rose breeding, crosses with unintended parents occur regularly. We developed a strategy to separate progeny into putative populations, even while one of the parents was unknown, using principle component analysis on pairwise ...
Cucumber, Cucumis sativus is an important vegetable crop, and gynoecy has played a critical role in yield increase of hybrid cucumber production. Cucumber has a unique genetic system for gynoecious sex expression, which is determined by the copy number v
of the designed protein using molecular dynamic (MD) simulation, molecular docking of the construct withHLADRB1*(01:01) and human lactoferrin N-lop, and immune simulation were assessed using immunoinformatics tools. In the experimental section, after intraperitoneal immunization of the mice with Alum...
In this section, based on the distinction between direct and indirect passives in Japanese, I argue that Japanese passive sentences can be categorized into four types, as illustrated in (7), because the logical subject of Japanese passives is marked by either ni or niyotte. (7) a. Ni-dir...
However, as will be shown in the Results section, the seedlings proved to have different origins; two subpopulations will be referred to as RND × RND (selfing of RND, 103 individuals) and RND × UP (RND × UP, 74 individuals). Genomic DNA was extracted from freeze-dried young leaves ...
all floral buds contain staminate and pistillate primordia at early stages of development; selective arrest of either staminate or pis- tillate flower development results in female or male flowers, respectively, and no abortion of either staminate or pistillate primordia allows development of hermaph-...
Further, all labeled feature categories in GF14-C16 are included in GF14-C17, ensuring consistent categories across scene data. Section 4.1 describes more details about this dataset. To better deal with spatial variations, this paper proposes a constrained spectral–spatial attention classification ...
In this section, details of the multi-scale cross-position attention network MCPANet for retinal fundus vessel segmentation are given. The network structure is first shown, and then the residual coding block and decoding block structures are introduced. Next, we introduce the cross-position attention...