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5454 </ style >
5555
56+ < style >
57+ .custom-hr {
58+ border : none;
59+ border-top : 2px solid # 33333390 ; /* 设置粗细、样式、颜色 */
60+ width : 50% ; /* 设置宽度 */
61+ margin : 20px auto; /* 上下边距,水平居中 */
62+ }
63+ </ style >
64+
5665 <!-- Global site tag (gtag.js) - Google Analytics -->
5766 < script async src ="https://www.googletagmanager.com/gtag/js?id=G-EDF010G6PN "> </ script >
5867 < script >
@@ -285,6 +294,7 @@ <h2 class="title is-3 has-text-centered">Proposed Method</h2>
285294 RobustVisRAG enhances Vision-based Retrieval-Augmented Generation (VisRAG) under visual degradations through causality-guided semantic–degradation disentanglement. By explicitly separating degradation and semantic factors inside the vision encoder, our framework suppresses degradation-induced bias while preserving task-relevant representations — without introducing additional inference cost.
286295 </ div >
287296
297+ < hr class ="custom-hr ">
288298 < h3 class ="title is-4 has-text-centered "> Preliminary</ h3 >
289299 < div class ="columns is-multiline is-variable is-6 ">
290300 <!-- VisRAG -->
@@ -320,15 +330,15 @@ <h3 class="title is-4 has-text-centered">Preliminary</h3>
320330 \[
321331 D \rightarrow X \rightarrow Z \rightarrow A,
322332 \]
323- while preserving the < span class ="tag is-light " style ="background-color: #ffeef0 ; color: #1e5e1e; "> causal path</ span > :
333+ while preserving the < span class ="tag is-light " style ="background-color: #e7f6e7 ; color: #1e5e1e; "> causal path</ span > :
324334 \[
325335 S \rightarrow X \rightarrow Z \rightarrow A
326336 \]
327337 </ p >
328338 </ div >
329339 </ div >
330340
331-
341+ < hr class =" custom-hr " >
332342 < h3 class ="title is-4 has-text-centered "> RobustVisRAG</ h3 >
333343 < div class ="columns is-multiline is-variable is-6 ">
334344 <!-- x -->
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