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Memory

416 directly classified papers

Papers per year

Papers

When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract) AAAI 2025

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree ICCV 2025

Hello Again! LLM-powered Personalized Agent for Long-term Dialogue NAACL 2025

Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025

Finding your MUSE: Mining Unexpected Solutions Engine EMNLP 2025

SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing AACL 2025

StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents EMNLP 2025

Continual Learning of Personalized Generative Face Models with Experience Replay WACV 2025

H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving AAAI 2025

HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025

VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms EMNLP 2025

MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation NAACL 2025

Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification IJCNLP 2025

ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025

HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025

An Efficient Context-Dependent Memory Framework for LLM-Centric Agents NAACL 2025

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025

DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent COLING 2025

MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025

What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT ACL 2025

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025

Characterizing Mamba’s Selective Memory using Auto-Encoders AACL 2025

On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025

3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning CVPR 2025

Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025