BZJZ_Material/文档润色流和知识库构建流/claude-scholar/skills/nature-writing/references/examples/abstract/template-c.md

Abstract Template C Examples (Multiple Contributions)

% Task
%% This paper introduces a novel contour-based approach named deep snake for real-time instance segmentation.

%% Unlike some recent methods that directly regress the coordinates of the object boundary points from an image

% Introduce technical contribution and technical advantage in one sentence (this ability is very important for writing a good abstract.)
%% deep snake uses a neural network to iteratively deform an initial contour to match the object boundary, which implements the classic idea of snake algorithms with a learning-based approach.

% Introduce technical contribution and technical advantage in one sentence
%% For structured feature learning on the contour, we propose to use circular convolution in deep snake, which better exploits the cycle-graph structure of a contour compared against generic graph convolution.

% Introduce technical contribution and technical advantage in one sentence
%% Based on deep snake, we develop a two-stage pipeline for instance segmentation: initial contour proposal and contour deformation, which can handle errors in object localization.

% Experiment

Given example pattern (Deep Snake style from your text)

1. This paper introduces a novel contour-based approach named deep snake for real-time instance segmentation.
2. Unlike some recent methods that directly regress the coordinates of the object boundary points from an image ...
3. deep snake uses a neural network to iteratively deform an initial contour ...
4. For structured feature learning on the contour, we propose circular convolution ...
5. Based on deep snake, we develop a two-stage pipeline ...
6. Experiments show [main result].