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 4 / 6 页

  1. NeurIPS 2026When to Trust Memory: Retrieval-Guided Probabilistic Spatiotemporal Forecasting under Distribution Shift
  2. CVPR 2025Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy
  3. CVPR 2025MAD: Memory-Augmented Detection of 3D Objects
  4. CVPR 2025RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings
  5. CVPR 2025RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models
  6. CVPR 2025SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis
  7. ICLR 2025Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
  8. ICLR 2025An Evolved Universal Transformer Memory
  9. ICLR 2025BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
  10. ICLR 2025DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints
  11. ICLR 2025ESE: Espresso Sentence Embeddings
  12. ICLR 2025Human-inspired Episodic Memory for Infinite Context LLMs
  13. ICLR 2025InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
  14. ICLR 2025LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
  15. ICLR 2025MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory
  16. ICLR 2025RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models
  17. ICLR 2025RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
  18. ICLR 2025RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression
  19. ICLR 2025RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
  20. ICLR 2025RazorAttention: Efficient KV Cache Compression Through Retrieval Heads
  21. ICLR 2025SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
  22. ICLR 2025Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
  23. ICLR 2025Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
  24. ICLR 2025STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning
  25. ICLR 2025Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
  26. ICML 2025From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
  27. ICML 2025In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval
  28. ICML 2025In-Context Learning as Conditioned Associative Memory Retrieval
  29. ICML 2025LAuReL: Learned Augmented Residual Layer
  30. ICML 2025Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
  31. ICML 2025M+: Extending MemoryLLM with Scalable Long-Term Memory
  32. ICML 2025MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
  33. ICML 2025Nonparametric Modern Hopfield Models
  34. ICML 2025PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models
  35. ICML 2025POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval
  36. ICML 2025Position: Retrieval-augmented systems can be dangerous medical communicators
  37. ICML 2025RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
  38. ICML 2025Retrieval Augmented Time Series Forecasting
  39. ICML 2025Towards flexible perception with visual memory
  40. NeurIPS 2025A-Mem: Agentic Memory for LLM Agents
  41. NeurIPS 2025Blending Complementary Memory Systems in Hybrid Quadratic-Linear Transformers
  42. NeurIPS 2025Chain-of-Retrieval Augmented Generation
  43. NeurIPS 2025Cross City Traffic Flow Generation via Retrieval Augmented Diffusion Model
  44. NeurIPS 2025Dense Associative Memory with Epanechnikov Energy
  45. NeurIPS 2025DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
  46. NeurIPS 2025EAReranker: Efficient Embedding Adequacy Assessment for Retrieval Augmented Generation
  47. NeurIPS 2025EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval
  48. NeurIPS 2025GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
  49. NeurIPS 2025Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models
  50. NeurIPS 2025HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation

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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