检索记忆论文趋势 2023–2026

主要结论

• 检索记忆论文从 2023 年的 23 篇增长到 2026 年的 151 篇，三年间扩大到约 6.6 倍。
• NeurIPS 是发检索记忆论文最多的会议，2023–2026 年共 120 篇，占四个会议总量的 41%。
• 交叉方向里涨得最快的是AI 智能体：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 25 篇。
• 在「长上下文与记忆」的 5 个主题里，它的 2026 年论文数排第 3；同组增长最快的长上下文是 5.2 倍，检索记忆是 6.6 倍。

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

• NeurIPS 2026ADMIT: Support-Gated Memory-Write Admission for Document QA Agents
• ICML 2026Attention with Routed-Memory for Learnable Sparse Control
• ICLR 2026AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
• CVPR 2026DREAM Document Recognition with Explicit Adaptive Memory
• NeurIPS 2025EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval
• ICML 2025In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval
• ICLR 2025BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
• CVPR 2025MAD: Memory-Augmented Detection of 3D Objects
• NeurIPS 2024A Gradient Accumulation Method for Dense Retriever under Memory Constraint
• ICML 2024Think Before You Act: Decision Transformers with Working Memory
• ICLR 2024STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
• CVPR 2024Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
• NeurIPS 2023Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection
• ICML 2023Memory-Based Meta-Learning on Non-Stationary Distributions
• ICLR 2023Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception
• CVPR 2023Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis
• NeurIPS 2026Automated Reformulation of Robust Optimization via Memory-Augmented Large Language Models
• ICML 2026Dense associative memory for Gaussian distributions
• ICLR 2026FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
• CVPR 2026Interactive Tracking A Human-in-the-Loop Paradigm with Memory-Augmented Adaptation

全部检索记忆论文

共 36 篇，第 1 / 1 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. CVPR 2025Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy
20. CVPR 2025MAD: Memory-Augmented Detection of 3D Objects
21. CVPR 2025RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings
22. CVPR 2025RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models
23. CVPR 2025SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis
24. CVPR 2024Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
25. CVPR 2024EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension
26. CVPR 2024LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion
27. CVPR 2024MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
28. CVPR 2024Retrieval-Augmented Egocentric Video Captioning
29. CVPR 2024Retrieval-Augmented Embodied Agents
30. CVPR 2024Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation
31. CVPR 2024Tactile-Augmented Radiance Fields
32. CVPR 2023Learning Customized Visual Models With Retrieval-Augmented Knowledge
33. CVPR 2023Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis
34. CVPR 2023NaQ: Leveraging Narrations As Queries To Supervise Episodic Memory
35. CVPR 2023RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training
36. CVPR 2023REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory

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。