Recurrent Memory papers, 2023–2026

Key findings

• Recurrent Memory went from 45 papers in 2023 to 172 in 2026, roughly 3.8x in three years.
• NeurIPS publishes the most Recurrent Memory work: 186 papers from 2023 to 2026, 45% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 0 in 2023 to 15 in 2026.
• Among the 5 topics under Long Context and Memory, it ranks #2 by 2026 paper count; the fastest grower in the group, Retrieval Memory, is up 6.6x versus 3.8x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Approximate Memory Suffices for Universal Approximation with State Space Models
• ICML 2026An Algebraic View of the Expressivity of Recurrent Language Models
• ICLR 2026Exploring State-Space Models for Data-Specific Neural Representations
• CVPR 2026Coupling Liquid Time-Constant Encoders with Modern Hopfield Memory
• NeurIPS 2025Bridging Expressivity and Scalability with Adaptive Unitary SSMs
• ICML 2025Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference
• ICLR 2025Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
• CVPR 2025Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy
• NeurIPS 2024Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
• ICML 2024Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
• ICLR 2024A 2-Dimensional State Space Layer for Spatial Inductive Bias
• CVPR 2024GenFlow: Generalizable Recurrent Flow for 6D Pose Refinement of Novel Objects
• NeurIPS 2023Hypothesis Selection with Memory Constraints
• ICML 2023A Picture of the Space of Typical Learnable Tasks
• ICLR 2023Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception
• CVPR 2023Bilateral Memory Consolidation for Continual Learning
• NeurIPS 2026Commutator Memory: Sparse, Path-Local Reading and Steering in Language Models
• ICML 2026Do Transformers Need Three Projections? Systematic Study of QKV Variants
• ICLR 2026On the Expressiveness of State Space Models via Temporal Logics
• CVPR 2026DREAM Document Recognition with Explicit Adaptive Memory

All Recurrent Memory papers

20 papers, page 1 of 1

1. ICML 2024Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
2. ICML 2024Dynamic Metric Embedding into lp Space
3. ICML 2024Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
4. ICML 2024Hieros: Hierarchical Imagination on Structured State Space Sequence World Models
5. ICML 2024How to Explore with Belief: State Entropy Maximization in POMDPs
6. ICML 2024Learning Latent Space Hierarchical EBM Diffusion Models
7. ICML 2024Learning the Target Network in Function Space
8. ICML 2024Learning Useful Representations of Recurrent Neural Network Weight Matrices
9. ICML 2024Memory Efficient Neural Processes via Constant Memory Attention Block
10. ICML 2024Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning
11. ICML 2024PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models
12. ICML 2024Recurrent Distance Filtering for Graph Representation Learning
13. ICML 2024Recurrent Early Exits for Federated Learning with Heterogeneous Clients
14. ICML 2024Repeat After Me: Transformers are Better than State Space Models at Copying
15. ICML 2024Simple linear attention language models balance the recall-throughput tradeoff
16. ICML 2024Sobolev Space Regularised Pre Density Models
17. ICML 2024StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
18. ICML 2024State-Free Inference of State-Space Models: The *Transfer Function* Approach
19. ICML 2024The Illusion of State in State-Space Models
20. ICML 2024Think Before You Act: Decision Transformers with Working Memory

FAQ

How many Recurrent Memory papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

416 in total: 45 in 2023, 82 in 2024, 117 in 2025, 172 in 2026.

How many Recurrent Memory papers are at NeurIPS 2026?

NeurIPS 2026 has 73 Recurrent Memory papers, versus 61 the year before.

How many Recurrent Memory papers are at ICLR 2026?

ICLR 2026 has 35 Recurrent Memory papers, versus 20 the year before.

How many Recurrent Memory papers are at ICML 2026?

ICML 2026 has 43 Recurrent Memory papers, versus 16 the year before.

How many Recurrent Memory papers are at CVPR 2026?

CVPR 2026 has 21 Recurrent Memory papers, versus 20 the year before.

Which conference publishes the most Recurrent Memory papers?

NeurIPS, with 186 papers from 2023 to 2026.