检索记忆论文趋势 2023–2026

检索增强记忆

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 290 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

检索记忆论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023873523
202414715844
2025341914572
202664313818151

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

全部检索记忆论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 290 篇，第 5 / 6 页

  1. NeurIPS 2025Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
  2. NeurIPS 2025KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse
  3. NeurIPS 2025Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning
  4. NeurIPS 2025Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
  5. NeurIPS 2025Memory Mosaics at scale
  6. NeurIPS 2025Memory-Augmented Potential Field Theory: A Framework for Adaptive Control in Non-Convex Domains
  7. NeurIPS 2025Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
  8. NeurIPS 2025Nested Learning: The Illusion of Deep Learning Architectures
  9. NeurIPS 2025NeuroGenPoisoning: Neuron-Guided Attacks on Retrieval-Augmented Generation of LLM via Genetic Optimization of External Knowledge
  10. NeurIPS 2025Optimizing Retrieval for RAG via Reinforced Contrastive Learning
  11. NeurIPS 2025ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
  12. NeurIPS 2025RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models through Graph Retrieval Augmented Generation
  13. NeurIPS 2025RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models
  14. NeurIPS 2025Reliable Decision‑Making via Calibration‑Oriented Retrieval‑Augmented Generation
  15. NeurIPS 2025Reliable Lifelong Multimodal Editing: Conflict-Aware Retrieval Meets Multi-Level Guidance
  16. NeurIPS 2025REMI: Reconstructing Episodic Memory During Internally Driven Path Planning
  17. NeurIPS 2025RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
  18. NeurIPS 2025SRA-CL: Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
  19. NeurIPS 2025STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization
  20. NeurIPS 2025Towards General Continuous Memory for Vision-Language Models
  21. NeurIPS 2025Understanding protein function with a multimodal retrieval-augmented foundation model
  22. NeurIPS 2025Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
  23. NeurIPS 2025VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
  24. CVPR 2024Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
  25. CVPR 2024EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension
  26. CVPR 2024LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion
  27. CVPR 2024MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
  28. CVPR 2024Retrieval-Augmented Egocentric Video Captioning
  29. CVPR 2024Retrieval-Augmented Embodied Agents
  30. CVPR 2024Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation
  31. CVPR 2024Tactile-Augmented Radiance Fields
  32. ICLR 2024BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
  33. ICLR 2024KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval
  34. ICLR 2024Making Retrieval-Augmented Language Models Robust to Irrelevant Context
  35. ICLR 2024RA-DIT: Retrieval-Augmented Dual Instruction Tuning
  36. ICLR 2024RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
  37. ICLR 2024Retrieval-Enhanced Contrastive Vision-Text Models
  38. ICLR 2024STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
  39. ICML 2024A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
  40. ICML 2024A Statistical Framework for Data-dependent Retrieval-Augmented Models
  41. ICML 2024Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation
  42. ICML 2024Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation
  43. ICML 2024C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
  44. ICML 2024Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
  45. ICML 2024InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
  46. ICML 2024Larimar: Large Language Models with Episodic Memory Control
  47. ICML 2024Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features
  48. ICML 2024Robust Learning-Augmented Dictionaries
  49. ICML 2024Structured Inverse-Free Natural Gradient Descent: Memory-Efficient & Numerically-Stable KFAC
  50. ICML 2024Think Before You Act: Decision Transformers with Working Memory

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 查检索记忆在 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": "retrieval-memory"}

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检索记忆论文？
共 290 篇，按年份分别是 2023 年 23 篇、2024 年 44 篇、2025 年 72 篇、2026 年 151 篇。
NeurIPS 2026 有多少篇检索记忆论文？
NeurIPS 2026 有 64 篇检索记忆论文，上一届是 34 篇。
ICLR 2026 有多少篇检索记忆论文？
ICLR 2026 有 31 篇检索记忆论文，上一届是 19 篇。
ICML 2026 有多少篇检索记忆论文？
ICML 2026 有 38 篇检索记忆论文，上一届是 14 篇。
CVPR 2026 有多少篇检索记忆论文？
CVPR 2026 有 18 篇检索记忆论文，上一届是 5 篇。
哪个会议的检索记忆论文最多？
NeurIPS，2023–2026 年共 120 篇。

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