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

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+# Abstract Template C Examples (Multiple Contributions)
+
+```latex
+% 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].`