External Memory papers, 2023–2026

Key findings

• External Memory went from 21 papers in 2023 to 56 in 2026, roughly 2.7x in three years.
• NeurIPS publishes the most External Memory work: 46 papers from 2023 to 2026, 35% of the four-venue total.
• The fastest-growing overlap is with AI Agents: papers tagged with both rose from 0 in 2023 to 9 in 2026.
• Among the 5 topics under Long Context and Memory, it ranks #5 by 2026 paper count; the fastest grower in the group, Retrieval Memory, is up 6.6x versus 2.7x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Efficient Memory Crystallization for Graph Learning under Non-Stationary Distribution Shifts
• ICML 2026A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints
• ICLR 2026Pre-training Limited Memory Language Models with Internal and External Knowledge
• CVPR 2026Spatial-SAM Spatially Consistent 3D Electron Microscopy Segmentation with SDF Memory
• NeurIPS 2025Future Link Prediction Without Memory or Aggregation
• ICML 2025Agent Workflow Memory
• ICLR 2025BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
• CVPR 2025Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy
• NeurIPS 2024Pipeline Parallelism with Controllable Memory
• ICML 2024Graph External Attention Enhanced Transformer
• ICLR 2024The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning
• CVPR 2024RTracker: Recoverable Tracking via PN Tree Structured Memory
• NeurIPS 2023Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
• ICML 2023Memory-Based Meta-Learning on Non-Stationary Distributions
• ICLR 2023Mass-Editing Memory in a Transformer
• CVPR 2023Bilateral Memory Consolidation for Continual Learning
• NeurIPS 2026Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory
• ICML 2026Generalized Linear Bandits with Memory
• ICLR 2026QKV Projections Require a Fraction of Their Memory
• CVPR 2026Captain Safari A World Engine with Pose-Aligned 3D Memory

All External Memory papers

21 papers, page 1 of 1

1. CVPR 2026Affordance Field Intervention Enabling VLAs to Escape Memory Traps in
2. CVPR 2026Captain Safari A World Engine with Pose-Aligned 3D Memory
3. CVPR 2026Memory-Efficient Transfer Learning with Fading Side Networks via Masked Dual
4. CVPR 2026Spatial-SAM Spatially Consistent 3D Electron Microscopy Segmentation with SDF Memory
5. CVPR 2025Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy
6. CVPR 2025MatAnyone: Stable Video Matting with Consistent Memory Propagation
7. CVPR 2025MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks
8. CVPR 2024Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
9. CVPR 2024Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning
10. CVPR 2024Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
11. CVPR 2024EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension
12. CVPR 2024Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names
13. CVPR 2024MemFlow: Optical Flow Estimation and Prediction with Memory
14. CVPR 2024Memory-based Adapters for Online 3D Scene Perception
15. CVPR 2024RTracker: Recoverable Tracking via PN Tree Structured Memory
16. CVPR 2023Bilateral Memory Consolidation for Continual Learning
17. CVPR 2023GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting
18. CVPR 2023Hierarchical Neural Memory Network for Low Latency Event Processing
19. CVPR 2023Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis
20. CVPR 2023NaQ: Leveraging Narrations As Queries To Supervise Episodic Memory
21. CVPR 2023Token Turing Machines

FAQ

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

130 in total: 21 in 2023, 25 in 2024, 28 in 2025, 56 in 2026.

How many External Memory papers are at NeurIPS 2026?

NeurIPS 2026 has 26 External Memory papers, versus 12 the year before.

How many External Memory papers are at ICLR 2026?

ICLR 2026 has 13 External Memory papers, versus 10 the year before.

How many External Memory papers are at ICML 2026?

ICML 2026 has 13 External Memory papers, versus 3 the year before.

How many External Memory papers are at CVPR 2026?

CVPR 2026 has 4 External Memory papers, versus 3 the year before.

Which conference publishes the most External Memory papers?

NeurIPS, with 46 papers from 2023 to 2026.