feat: 250519-1 project upload

[Gyu-BBB]

User description

Add published papers to repository:

• LQE-Net: Hybrid Deep Network for Enhancing Low-Light and Low-Quality CCTV Footage
  (CCTV 영상의 조도 및 해상도 향상을 위한 Zero-DCE, GFPGAN, SRGAN 통합 모델)

• Typing Sound-Based Character Prediction Using ResNet and Multi-Head Attention
  (타이핑 소리 기반 문자 예측을 위한 ResNet + MHA 하이브리드 모델)

• IP-ReVersion: Cross-Modal Adaptation of Image-Text for Enhanced Relational Concept Learning
  (IP-Adapter와 ReVersion을 활용한 멀티모달 관계 개념 학습 개선 기법)

All papers have been officially published in 2024–2025 Korean academic journals (JKIISC, KMMS).

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PR Type

Documentation

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Description

• Add three detailed project documentation files for published AI research papers

  • LQE-Net: Hybrid deep network for CCTV enhancement
  • Typing sound-based character prediction using ResNet and MHA
  • IP-ReVersion: Cross-modal adaptation for relational concept learning

• Each file includes summaries, technical details, results, and publication info

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Changes walkthrough 📝

Relevant files

Documentation

2025-05-19-LQE-net-paper.md Add documentation for LQE-Net CCTV enhancement paper          site/_projects/2025-05-19-LQE-net-paper.md Add new markdown file documenting the LQE-Net research project Includes technical summary, methodology, experimental results, and publication details Lists contributors, funding, and contact information +52/-0    2025-05-19-ResNet-paper.md Add documentation for typing sound-based AI paper                site/_projects/2025-05-19-ResNet-paper.md Add new markdown file for ResNet-based typing sound character prediction research Details model architecture, experiments, and results Provides publication, funding, and author information +47/-0    2025-05-19-IP-ReVersion-paper.md Add documentation for IP-ReVersion multimodal learning paper site/_projects/2025-05-19-IP-ReVersion-paper.md Add new markdown file for IP-ReVersion cross-modal adaptation research Describes motivation, model structure, results, and publication Includes author, funding, and contact details +49/-0

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[qodo-code-review]

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[qodo-code-review]

PR Code Suggestions ✨

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Category	Suggestion	Impact
General	Fix department name typo There's a typo in the department name. Based on the other project files, the correct department name appears to be "인공지능공학과" rather than "인공지능공과". Correct this to maintain consistency across all project files. site/_projects/2025-05-19-ResNet-paper.md [46] -- **작성자**: 제주한라대학교 인공지능공과 학생연구원 22학번 이규범 +- **작성자**: 제주한라대학교 인공지능공학과 학생연구원 22학번 이규범 Apply / Chat Suggestion importance[1-10]: 5 __ Why: The suggestion correctly identifies and fixes a minor but noticeable typo in the department name, improving consistency and professionalism across documentation. While not critical to functionality, it enhances clarity and accuracy.	Low
Update

[entelecheia]

제목오류, 이미지 논문 캡쳐말고 의미있는 것으로 교체, 실제 홈페이지 동작 확인 후 PR