循环记忆论文趋势 2023–2026

状态空间记忆

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 416 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

循环记忆论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202391771245
2024431020982
202561201620117
202673354321172

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

全部循环记忆论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 82 篇，第 1 / 2 页

  1. CVPR 2024FedMef: Towards Memory-efficient Federated Dynamic Pruning
  2. CVPR 2024GenFlow: Generalizable Recurrent Flow for 6D Pose Refinement of Novel Objects
  3. CVPR 2024HumMUSS: Human Motion Understanding using State Space Models
  4. CVPR 2024LangSplat: 3D Language Gaussian Splatting
  5. CVPR 2024Memory-Scalable and Simplified Functional Map Learning
  6. CVPR 2024Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space
  7. CVPR 2024RTracker: Recoverable Tracking via PN Tree Structured Memory
  8. CVPR 2024SpatialTracker: Tracking Any 2D Pixels in 3D Space
  9. CVPR 2024State Space Models for Event Cameras
  10. ICLR 2024A 2-Dimensional State Space Layer for Spatial Inductive Bias
  11. ICLR 2024AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference
  12. ICLR 2024Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
  13. ICLR 2024Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
  14. ICLR 2024Inverse Approximation Theory for Nonlinear Recurrent Neural Networks
  15. ICLR 2024LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units
  16. ICLR 2024Parsing neural dynamics with infinite recurrent switching linear dynamical systems
  17. ICLR 2024Robustifying State-space Models for Long Sequences via Approximate Diagonalization
  18. ICLR 2024Sufficient conditions for offline reactivation in recurrent neural networks
  19. ICLR 2024The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
  20. ICML 2024Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
  21. ICML 2024Dynamic Metric Embedding into lp Space
  22. ICML 2024Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
  23. ICML 2024Hieros: Hierarchical Imagination on Structured State Space Sequence World Models
  24. ICML 2024How to Explore with Belief: State Entropy Maximization in POMDPs
  25. ICML 2024Learning Latent Space Hierarchical EBM Diffusion Models
  26. ICML 2024Learning the Target Network in Function Space
  27. ICML 2024Learning Useful Representations of Recurrent Neural Network Weight Matrices
  28. ICML 2024Memory Efficient Neural Processes via Constant Memory Attention Block
  29. ICML 2024Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning
  30. ICML 2024PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models
  31. ICML 2024Recurrent Distance Filtering for Graph Representation Learning
  32. ICML 2024Recurrent Early Exits for Federated Learning with Heterogeneous Clients
  33. ICML 2024Repeat After Me: Transformers are Better than State Space Models at Copying
  34. ICML 2024Simple linear attention language models balance the recall-throughput tradeoff
  35. ICML 2024Sobolev Space Regularised Pre Density Models
  36. ICML 2024StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
  37. ICML 2024State-Free Inference of State-Space Models: The *Transfer Function* Approach
  38. ICML 2024The Illusion of State in State-Space Models
  39. ICML 2024Think Before You Act: Decision Transformers with Working Memory
  40. NeurIPS 2024Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
  41. NeurIPS 2024B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
  42. NeurIPS 2024Controlled maximal variability along with reliable performance in recurrent neural networks
  43. NeurIPS 2024Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model
  44. NeurIPS 2024Critically Assessing the State of the Art in Neural Network Verification
  45. NeurIPS 2024ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction
  46. NeurIPS 2024Expanding Sparse Tuning for Low Memory Usage
  47. NeurIPS 2024Exploring Adversarial Robustness of Deep State Space Models
  48. NeurIPS 2024Feedback control guides credit assignment in recurrent neural networks
  49. NeurIPS 2024Gated Inference Network: Inference and Learning State-Space Models
  50. NeurIPS 2024Geometry of naturalistic object representations in recurrent neural network models of working memory

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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 查循环记忆在 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": "recurrent-memory"}

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常见问题

2023–2026 年四大会议一共有多少篇循环记忆论文？
共 416 篇，按年份分别是 2023 年 45 篇、2024 年 82 篇、2025 年 117 篇、2026 年 172 篇。
NeurIPS 2026 有多少篇循环记忆论文？
NeurIPS 2026 有 73 篇循环记忆论文，上一届是 61 篇。
ICLR 2026 有多少篇循环记忆论文？
ICLR 2026 有 35 篇循环记忆论文，上一届是 20 篇。
ICML 2026 有多少篇循环记忆论文？
ICML 2026 有 43 篇循环记忆论文，上一届是 16 篇。
CVPR 2026 有多少篇循环记忆论文？
CVPR 2026 有 21 篇循环记忆论文，上一届是 20 篇。
哪个会议的循环记忆论文最多？
NeurIPS，2023–2026 年共 186 篇。

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