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 1 / 6 页

  1. CVPR 2026Affordance Field Intervention Enabling VLAs to Escape Memory Traps in
  2. CVPR 2026Attention-aware Inference Optimizations for Large Vision-Language Models with Memory-efficient Decoding
  3. CVPR 2026Coupling Liquid Time-Constant Encoders with Modern Hopfield Memory
  4. CVPR 2026DREAM Document Recognition with Explicit Adaptive Memory
  5. CVPR 2026Follow the Saliency Supervised Saliency for Retrieval-augmented Dense Video Captioning
  6. CVPR 2026Forging a Dynamic Memory Retrieval-Guided Continual Learning for Generalist Medical
  7. CVPR 2026Global Prior Meets Local Consistency Dual-Memory Augmented Vision-Language-Action Model for
  8. CVPR 2026Interactive Tracking A Human-in-the-Loop Paradigm with Memory-Augmented Adaptation
  9. CVPR 2026M4-SAM Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient
  10. CVPR 2026OASIS On-Demand Hierarchical Event Memory for Streaming Video Reasoning
  11. CVPR 2026Predict Before You Explore Predictive Planning with Specialized Memory for
  12. CVPR 2026RAG-TP A General Framework for Vehicle Trajectory Prediction via Retrieval-Augmented
  13. CVPR 2026RAGTrack Language-aware RGBT Tracking with Retrieval-Augmented Generation
  14. CVPR 2026RAID Retrieval-Augmented Anomaly Detection
  15. CVPR 2026Spatial Retrieval Augmented Autonomous Driving
  16. CVPR 2026ViLoMem Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
  17. CVPR 2026WeaveTime Streaming from Earlier Frames into Emergent Memory in VideoLLMs
  18. CVPR 2026WorldMM Dynamic Multimodal Memory Agent for Long Video Reasoning
  19. ICLR 2026Adaptive Hopfield Network: Rethinking Similarities in Associative Memory
  20. ICLR 2026AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
  21. ICLR 2026Attributing Response to Context: A Jensen–Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation
  22. ICLR 2026Automated Formalization via Conceptual Retrieval-Augmented LLMs
  23. ICLR 2026Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
  24. ICLR 2026Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding
  25. ICLR 2026BrowseNet: Knowledge Graph-Based Associative Memory for Contextual Information Retrieval
  26. ICLR 2026Counterfactual Reasoning for Retrieval-Augmented Generation
  27. ICLR 2026Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
  28. ICLR 2026Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
  29. ICLR 2026FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
  30. ICLR 2026gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity
  31. ICLR 2026GRO-RAG: Gradient-aware Re-rank Optimization for Multi-source Retrieval-Augmented Generation
  32. ICLR 2026Leveraging Data to Say No: Memory Augmented Plug-and-Play Selective Prediction
  33. ICLR 2026LightMem: Lightweight and Efficient Memory-Augmented Generation
  34. ICLR 2026LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
  35. ICLR 2026MLP Memory: A Retriever-Pretrained Memory for Large Language Models
  36. ICLR 2026MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval
  37. ICLR 2026Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
  38. ICLR 2026Pisces: Cryptography-based Private Retrieval-Augmented Generation with Dual-Path Retrieval
  39. ICLR 2026RAEE: A Robust Retrieval-Augmented Early Exit Framework for Efficient Inference
  40. ICLR 2026Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models
  41. ICLR 2026Rescue: Retrieval Augmented Secure Code Generation
  42. ICLR 2026Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts
  43. ICLR 2026Scaling up Memory for Robotic Control via Experience Retrieval
  44. ICLR 2026Short Window Attention Enables Long-Term Memorization
  45. ICLR 2026SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
  46. ICLR 2026The Pensieve Paradigm: Stateful Language Models with Learned Memory Management
  47. ICLR 2026TokMem: Tokenized Procedural Memory for Large Language Models
  48. ICLR 2026Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders
  49. ICLR 2026Transformers as Measure-Theoretic Associative Memory: A Statistical Perspective and Minimax Optimality
  50. ICML 2026AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications

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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