[2026-05-26] init | Wiki creation
Topic: 三维点云补全 (3D Point Cloud Completion)
Root: ~/wiki
Pages created: index.md (empty)
Sources: none yet
[2026-05-26] ingest | 综述：扩散生成模型的条件控制
Source: 三维点云生成条件控制综述.pdf (491K)
Pages affected:
- point-cloud-completion.md (new)
- diffusion-model-3d.md (new)
- loss-function-point-cloud.md (new)
- classic-completion.md (new)
- pvd.md (new)
- diffcomplete.md (new)
- conditional-generation-3d.md (new)
- gaussian-anything.md (new)
- point-e-shap-e.md (new)
- sds-score-distillation.md (new)
- syncnoise.md (new)
- omni-3dedit.md (new)
- parametric-controlnet.md (new)
- mllm-3d.md (new)
- survey-conditional-control-2026.md (new)
[2026-05-26] ingest | SymmCompletion (AAAI 2025)
Source: SymmCompletion.pdf (46M)
Pages affected:
- symmcompletion.md (new)
- point-cloud-completion.md (updated — added to method lineage)
[2026-05-26] ingest | Simba (AAAI 2026)
Source: Simba.pdf (22M)
Pages affected:
- simba.md (new)
- point-cloud-completion.md (already updated in same batch)
[2026-05-26] ingest | Not-So-OT Flow (ICLR 2025)
Source: 2502.12456v1.pdf (37M)
Pages affected:
- not-so-ot-flow.md (new)
- diffusion-model-3d.md (updated — added flow matching section)
[2026-05-26] ingest | DiT-3D (2023)
Source: DiT-3D.pdf (5.5M)
Pages affected:
- di3d.md (new)
[2026-05-27] ingest | wiki-source.pdf — 参考文献集合（批量下载）
Source: wiki-source.pdf (300K) — 三维生成与数字水印研究参考文献
Action: 下载了 20+ 篇参考文献 PDF 到 sources/ 目录，创建并更新 wiki 页面
Note: PDF 第 1 页开头的 References #1-#16 因格式问题（Word 表格）无法提取文本，已下载 #17-#66 中可获取的论文
Pages created (new):
- 3d-watermarking-overview.md (新概念页)
- 3d-gsw.md
- water-gs.md
- gs-marker.md
- compmarkgs.md
- gaussianseal.md
- explainable-gsw.md
- protective-wm-3dgs.md
- deep-3d-mesh-watermarking.md
- tree-ring-watermarks.md
- skeda.md
- img-wm-diffusion.md
- perceptual-3d-shape-metric.md
- direct3d.md
- compress3d.md
- crm.md
- trellis.md
- mark3dgs.md
Pages updated:
- point-e-shap-e.md (added shap-e.pdf source)
- diffusion-model-3d.md (added Direct3D/Compress3D/CRM, 3D Latent DiT section, updated sources)
- index.md (full restructure with watermarking section)
[2026-05-27] ingest | reference.txt — 参考文献列表（分批补充）
Source: reference.txt (66 条参考文献)
Action: 发现 reference.txt 包含了 #1-#16（PDF 中缺失的部分），下载了其中可获取的论文 PDF
Note: 部分文献受限于 PMC/沙盒/IEEE paywall 无法自动下载
New PDFs downloaded (10):
- 3d-gen-models-survey.pdf (2210.15663) — 3D 生成综述
- ip-protection-3dgs-survey.pdf (2602.03878) — 3DGS 知识产权保护综述
- ijcai25-latent-diffusion-wm.pdf — 潜扩散模型安全水印 (IJCAI 2025)
- arouse-memory-multiview.pdf (2403.12010) — 视频模型多视图生成
- dlm-3d.pdf — 扩散语言模型 3D 点云生成 (OpenReview)
- quartet-of-diffusions.pdf — 结构感知点云生成 (OpenReview)
- rethinking-metrics-3d.pdf (2511.05308) — 点云生成评估与架构
- sparc3d.pdf (2505.14521) — Sparc3D 稀疏表示建模 (NeurIPS 2025)
- diff-splat.pdf (2501.16764) — DiffSplat 3DGS 生成 (ICLR 2025)
- spatial-temporal-wm.pdf — 空时鲁棒水印
Pages created (new):
- 3d-gen-models-survey.md
- ip-protection-3dgs-survey.md
- ijcai25-latent-diffusion-wm.md
- arouse-memory-multiview.md
- dlm-3d.md
- quartet-of-diffusions.md
- rethinking-metrics-3d.md
- sparc3d.md
- diff-splat.md
Pages updated:
- index.md (added 10 new entries, 31→39 pages)
[2026-05-27] ingest | 完整参考文献处理完成
Source: reference.txt (66 条) + wiki-source.pdf (References #1-#66)
Final summary:
- 总共收录 66 条参考文献
- 成功下载 PDF 论文：30 篇
- 新增 wiki 页面：28 个
- 更新已有页面：4 个
- 仍被阻挡：PMC ×1 (#13), IEEE ×1 (#36), 平台限制 ×3 (ResearchGate, HuggingFace)
- 非论文类（博客/GitHub/项目页/列表）：约 20 条，已记录在对应页面中
[2026-05-27] ingest | 3DGS 水印综述（中文，20页）
Source: 3DGSWatermarking.pdf — 四阶段演进 + 7 SOTA 深度剖析 + 攻防博弈
Pages created:
- guardsplat.md (新 — 基于 CVPR 2025 论文的详细页面)
- rd-splat.md (新 — RDSplat FAPS+模糊代理抗扩散编辑)
- w2m.md (新 — W2M 强化学习自适应水印)
- marksplatter.md (新 — MarkSplatter Splatter Image 泛化)
- gspure-attack.md (新 — GSPure 物理聚类净化攻击)
- gmea-attack.md (新 — GMEA 进化黑盒攻击)
- guardmarkgs.md (新 — GuardMarkGS 主动编辑阻断)
Pages updated:
- 3d-gsw.md (加入 FGD / 小波子带损失 / 劣势详细分析)
- gaussianmarker.md (新页面 — 之前缺失)
- compmarkgs.md (加入 QDL / 锚点嵌入 / 架构绑定局限)
- gs-marker.md (加入 AMC / PointNet++ / 零微调细节)
- 3d-watermarking-overview.md (加入 4 阶段演进 / 新方法 / 攻防博弈全景)
- protective-wm-3dgs.md (加入影响范围和防御思路)
- index.md (47 pages, 新增 3DGS 水印攻击与防御分区)
[2026-05-27] ingest | GuardSplat CVPR 2025 全文
Source: GuardSplat_CVPR_2025_paper.pdf — CLIP 解耦 + SH 偏移 + 抗失真提取
Pages affected:
- guardsplat.md (基于论文全文的详细技术页面，含完整实验数据)
- 3d-watermarking-overview.md (更新 GuardSplat 技术定位)
- index.md (新增 guardsplat.md 到 3DGS 水印方法分区)