Papers
18 papers found
What Deserves Memory: Adaptive Memory Distillation for LLM Agents
Wenquan Ma, Jiayan Nan, WenLong Wu
MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution
Libo Sun, Jiwen Zhang, Siyuan Wang et al.
MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents
Renke Dai, Hebin Hu, Jiahui Zhang et al.
MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control
Hui Wu, Chao Xu, Jianghui Wang et al.
Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory
Mirac Suzgun, Mert Yuksekgonul, Federico Bianchi et al.
SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments
Xuanbo Fan, Tianqi Zhao, Yi Cheng et al.
MacVQA: Adaptive Memory Allocation and Global Noise Filtering for Continual Visual Question Answering
Zhifei Li, Yiran Wang, Chenyi Xiong et al.
DREAM: Document Recognition with Explicit Adaptive Memory
Tianqi Zhao, Di Wu, Liangrui Peng et al.
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory
Zhaochong An, Menglin Jia, Haonan Qiu et al.
Training-Free Spatio-temporal Decoupled Reasoning Video Segmentation with Adaptive Object Memory
Zhengtong Zhu, Jiaqing Fan, Zhixuan Liu et al.
LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng et al.
FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding
Yiweng Xie, Bo He, Junke Wang et al.
Smart Replay: Adaptive Scheduling of Memory Rehearsal for Computational Resource-Aware Incremental Learning
Jianting Chen, Dianzhi Yu, Irwin King
Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation
Xiaoxuan Shen, Zhihai Hu, Fuqing Li et al.
A Robust Unlearning Method with Adaptive Knowledge Guidance and Memory Preservation
Jingyuan Tian, Xiaofei Zhou
SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory
Hao Wang, Ziyi Ni, Huacan Wang et al.
Memory-Augmented Representation for Efficient Event-based Visuomotor Policy Learning with Adaptive Perception and Control
Uday Kamal, Saibal Mukhopadhyay