DZGCoOp paper: CVPR author-kit scaffold and full draft

Paper draft for the second work (thesis Ch.4 ZGDPE, renamed DZGCoOp):
abstract, intro, related work, method (zero-shot guidance module,
asymmetric dual-branch with deep prompts, confidence-guided dynamic
fusion, guidance losses + EWA), experiments (base-to-novel,
cross-domain, cross-dataset, ablations) and conclusion.

Compiles to 8 pages with tectonic (no errors, no overfull boxes).

Co-Authored-By: Claude Code <noreply@anthropic.com>

main.tex

@@ -0,0 +1,80 @@
+% DZGCoOp paper, based on the CVPR author-kit template
+% (https://github.com/cvpr-org/author-kit)
+
+\documentclass[10pt,twocolumn,letterpaper]{article}
+
+%%%%%%%%% PAPER TYPE  - PLEASE UPDATE FOR FINAL VERSION
+% \usepackage{cvpr}              % To produce the CAMERA-READY version
+\usepackage[review]{cvpr}      % To produce the REVIEW version
+% \usepackage[pagenumbers]{cvpr} % To force page numbers, e.g. for an arXiv version
+
+% Import additional packages in the preamble file, before hyperref
+\input{preamble}
+
+% It is strongly recommended to use hyperref, especially for the review version.
+\definecolor{cvprblue}{rgb}{0.21,0.49,0.74}
+\usepackage[pagebackref,breaklinks,colorlinks,allcolors=cvprblue]{hyperref}
+
+%%%%%%%%% PAPER ID  - PLEASE UPDATE
+\def\paperID{*****} % *** Enter the Paper ID here
+\def\confName{CVPR}
+\def\confYear{2026}
+
+%%%%%%%%% TITLE - PLEASE UPDATE
+\title{DZGCoOp: Dual-Branch Zero-Shot Guided Context Optimization for Few-Shot Image Classification}
+
+%%%%%%%%% AUTHORS - PLEASE UPDATE
+\author{Zhaolong Wang\\
+School of Computer Science and Technology\\
+China University of Mining and Technology\\
+Xuzhou, China\\
+{\tt\small zhaolongwang@cumt.edu.cn}
+\and
+Tongfeng Sun$^{*}$\\
+School of Computer Science and Technology\\
+China University of Mining and Technology\\
+Xuzhou, China\\
+{\tt\small suntf@cumt.edu.cn}
+\and
+Mingzheng Du\\
+School of Computer Science and Technology\\
+China University of Mining and Technology\\
+Xuzhou, China\\
+{\tt\small mingzhengdu@cumt.edu.cn}
+\and
+Yachao Huang\\
+School of Computer Science and Technology\\
+China University of Mining and Technology\\
+Xuzhou, China\\
+{\tt\small yachaohuang@cumt.edu.cn}
+\and
+Xinzheng Xu\\
+School of Computer Science and Technology\\
+China University of Mining and Technology\\
+Xuzhou, China\\
+{\tt\small xxzheng@cumt.edu.cn}
+\and
+Zhongnian Li\\
+School of Computer Science and Technology\\
+China University of Mining and Technology\\
+Xuzhou, China\\
+{\tt\small zhongnianli@cumt.edu.cn}
+}
+
+\begin{document}
+\maketitle
+
+\input{sec/0_abstract}
+\input{sec/1_intro}
+\input{sec/2_related}
+\input{sec/3_method}
+\input{sec/4_experiments}
+\input{sec/5_conclusion}
+
+{
+    \small
+    \bibliographystyle{ieeenat_fullname}
+    \bibliography{main}
+}
+
+\end{document}