水印论文趋势 2023–2026

模型与内容水印

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 101 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

水印论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202310326
2024517417
20251026422
20261811161156

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部水印论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 34 篇，第 1 / 1 页

  1. NeurIPS 2026A Locally Tokenized Generative Model for Robust Time-Series Watermarking
  2. NeurIPS 2026Asymmetric Phase Coding Audio Watermarking
  3. NeurIPS 2026Auditing Cross-Lingual Fairness in Language Model Watermarking
  4. NeurIPS 2026Face Deepfake-aware Recovery via Semantic-driven Facial Representation-based Watermarking
  5. NeurIPS 2026Invisible Ink, Visible Lies: How Production Watermarking Causes LLMs to Hallucinate
  6. NeurIPS 2026Majority Bit-Aware Watermarking for Large Language Models
  7. NeurIPS 2026MarkTune: Improving the Quality-Detectability Trade-off in Model-Embedded LLM Watermarking
  8. NeurIPS 2026MC$^2$Mark: Distortion-Free Multi-Bit Watermarking for Long Messages
  9. NeurIPS 2026Multi-bit LLM Watermarking with Certified Semantic Distortion
  10. NeurIPS 2026PP-Mark: Provable and Publicly Verifiable Watermarking for Generative AI
  11. NeurIPS 2026Reading the Finetuning Prior: Verbatim Content Recovery via Contrastive Decoding Diffing
  12. NeurIPS 2026Robust and Hard-to-Remove GNN Watermarking via Topological Invariant Perception
  13. NeurIPS 2026Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles
  14. NeurIPS 2026Sequential Behavioral Watermarking for LLM Agents
  15. NeurIPS 2026TRACE: Structure-Aware Character Encoding for Robust and Generalizable Document Watermarking
  16. NeurIPS 2026Watermarking as a Learned Intrinsic Property of Diffusion Models
  17. NeurIPS 2026Watermarking Game-Playing Agents in Perfect-Information Extensive-Form Games
  18. NeurIPS 2026Watermarking Without Standards Is Not AI Governance
  19. NeurIPS 2025BitMark: Watermarking Bitwise Autoregressive Image Generative Models
  20. NeurIPS 2025Mask Image Watermarking
  21. NeurIPS 2025On the Coexistence and Ensembling of Watermarks
  22. NeurIPS 2025Practical and Effective Code Watermarking for Large Language Models
  23. NeurIPS 2025Provable Watermarking for Data Poisoning Attacks
  24. NeurIPS 2025RoMa: A Robust Model Watermarking Scheme for Protecting IP in Diffusion Models
  25. NeurIPS 2025Shallow Diffuse: Robust and Invisible Watermarking through Low-Dim Subspaces in Diffusion Models
  26. NeurIPS 2025Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
  27. NeurIPS 2025Vector Database Watermarking
  28. NeurIPS 2025WMCopier: Forging Invisible Watermarks on Arbitrary Images
  29. NeurIPS 2024Edit Distance Robust Watermarks via Indexing Pseudorandom Codes
  30. NeurIPS 2024FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
  31. NeurIPS 2024FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space
  32. NeurIPS 2024No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices
  33. NeurIPS 2024Watermarking Makes Language Models Radioactive
  34. NeurIPS 2023An information-theoretic quantification of the content of communication between brain regions

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查水印在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "watermarking"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇水印论文？
共 101 篇，按年份分别是 2023 年 6 篇、2024 年 17 篇、2025 年 22 篇、2026 年 56 篇。
NeurIPS 2026 有多少篇水印论文？
NeurIPS 2026 有 18 篇水印论文，上一届是 10 篇。
ICLR 2026 有多少篇水印论文？
ICLR 2026 有 11 篇水印论文，上一届是 2 篇。
ICML 2026 有多少篇水印论文？
ICML 2026 有 16 篇水印论文，上一届是 6 篇。
CVPR 2026 有多少篇水印论文？
CVPR 2026 有 11 篇水印论文，上一届是 4 篇。
哪个会议的水印论文最多？
NeurIPS，2023–2026 年共 34 篇。

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