EviMem: Evidence-Gap-Driven Iterative Retrieval for Long-Term Conversational Memory
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yuyang, He, Yime, Zhang, Zeyu, Gong, Dong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TeleMem: Building Long-Term and Multimodal Memory for Agentic AI
by: Chen, Chunliang, et al.
Published: (2025)
by: Chen, Chunliang, et al.
Published: (2025)
EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding
by: Wang, Ziyang, et al.
Published: (2026)
by: Wang, Ziyang, et al.
Published: (2026)
OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation
by: Zhao, Lin, et al.
Published: (2026)
by: Zhao, Lin, et al.
Published: (2026)
Mem4Nav: Boosting Vision-and-Language Navigation in Urban Environments with a Hierarchical Spatial-Cognition Long-Short Memory System
by: He, Lixuan, et al.
Published: (2025)
by: He, Lixuan, et al.
Published: (2025)
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
by: Hu, Wenbo, et al.
Published: (2025)
by: Hu, Wenbo, et al.
Published: (2025)
Mem-W: Latent Memory-Native GUI Agents
by: Zhang, Guibin, et al.
Published: (2026)
by: Zhang, Guibin, et al.
Published: (2026)
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge
by: Lee, Young-Jun, et al.
Published: (2024)
by: Lee, Young-Jun, et al.
Published: (2024)
VERA: Identifying and Leveraging Visual Evidence Retrieval Heads in Long-Context Understanding
by: Pei, Rongcan, et al.
Published: (2026)
by: Pei, Rongcan, et al.
Published: (2026)
WorldMemArena: Evaluating Multimodal Agent Memory Through Action-World Interaction
by: Liu, Chengzhi, et al.
Published: (2026)
by: Liu, Chengzhi, et al.
Published: (2026)
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models
by: Ren, Xiyu, et al.
Published: (2026)
by: Ren, Xiyu, et al.
Published: (2026)
Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning
by: Koleilat, Taha, et al.
Published: (2026)
by: Koleilat, Taha, et al.
Published: (2026)
According to Me: Long-Term Personalized Referential Memory QA
by: Mei, Jingbiao, et al.
Published: (2026)
by: Mei, Jingbiao, et al.
Published: (2026)
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
by: Guo, Minghao, et al.
Published: (2026)
by: Guo, Minghao, et al.
Published: (2026)
Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding
by: Wang, Ziyang, et al.
Published: (2025)
by: Wang, Ziyang, et al.
Published: (2025)
MemLoRA: Distilling Expert Adapters for On-Device Memory Systems
by: Bini, Massimo, et al.
Published: (2025)
by: Bini, Massimo, et al.
Published: (2025)
PersonaVLM: Long-Term Personalized Multimodal LLMs
by: Nie, Chang, et al.
Published: (2026)
by: Nie, Chang, et al.
Published: (2026)
VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization
by: Li, Yunxin, et al.
Published: (2025)
by: Li, Yunxin, et al.
Published: (2025)
StoryMem: Multi-shot Long Video Storytelling with Memory
by: Zhang, Kaiwen, et al.
Published: (2025)
by: Zhang, Kaiwen, et al.
Published: (2025)
WorldMem: Long-term Consistent World Simulation with Memory
by: Xiao, Zeqi, et al.
Published: (2025)
by: Xiao, Zeqi, et al.
Published: (2025)
MemFlow: Optical Flow Estimation and Prediction with Memory
by: Dong, Qiaole, et al.
Published: (2024)
by: Dong, Qiaole, et al.
Published: (2024)
Text-Only Training for Image Captioning with Retrieval Augmentation and Modality Gap Correction
by: Fonseca, Rui, et al.
Published: (2025)
by: Fonseca, Rui, et al.
Published: (2025)
Few-Shot Relation Extraction with Hybrid Visual Evidence
by: Gong, Jiaying, et al.
Published: (2024)
by: Gong, Jiaying, et al.
Published: (2024)
EviRCOD: Evidence-Guided Probabilistic Decoding for Referring Camouflaged Object Detection
by: Wang, Ye, et al.
Published: (2026)
by: Wang, Ye, et al.
Published: (2026)
VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph
by: Wang, Qiuchen, et al.
Published: (2026)
by: Wang, Qiuchen, et al.
Published: (2026)
Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation
by: Liu, Peiyang, et al.
Published: (2026)
by: Liu, Peiyang, et al.
Published: (2026)
LightMem: Lightweight and Efficient Memory-Augmented Generation
by: Fang, Jizhan, et al.
Published: (2025)
by: Fang, Jizhan, et al.
Published: (2025)
VideoMem: Enhancing Ultra-Long Video Understanding via Adaptive Memory Management
by: Jin, Hongbo, et al.
Published: (2025)
by: Jin, Hongbo, et al.
Published: (2025)
MemGS: Memory-Efficient Gaussian Splatting for Real-Time SLAM
by: Bai, Yinlong, et al.
Published: (2025)
by: Bai, Yinlong, et al.
Published: (2025)
Decomposing Queries into Tool Calls for Long-Video Keyframe Retrieval
by: Shlapentokh-Rothman, Michal, et al.
Published: (2026)
by: Shlapentokh-Rothman, Michal, et al.
Published: (2026)
V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval
by: Chen, Dongyang, et al.
Published: (2026)
by: Chen, Dongyang, et al.
Published: (2026)
DecMem: Towards Minute-Long Consistent World Generation with Decoupled Memory
by: Yang, Zhenhao, et al.
Published: (2026)
by: Yang, Zhenhao, et al.
Published: (2026)
MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives
by: Ji, Sihui, et al.
Published: (2025)
by: Ji, Sihui, et al.
Published: (2025)
Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models
by: Gröpl, Marcel, et al.
Published: (2026)
by: Gröpl, Marcel, et al.
Published: (2026)
Dynamic Adapter with Semantics Disentangling for Cross-lingual Cross-modal Retrieval
by: Cai, Rui, et al.
Published: (2024)
by: Cai, Rui, et al.
Published: (2024)
VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
LVCHAT: Facilitating Long Video Comprehension
by: Wang, Yu, et al.
Published: (2024)
by: Wang, Yu, et al.
Published: (2024)
Enhancing Visual Dialog State Tracking through Iterative Object-Entity Alignment in Multi-Round Conversations
by: Pang, Wei, et al.
Published: (2024)
by: Pang, Wei, et al.
Published: (2024)
Systematic Reward Gap Optimization for Mitigating VLM Hallucinations
by: He, Lehan, et al.
Published: (2024)
by: He, Lehan, et al.
Published: (2024)
Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning
by: Li, Wenyan, et al.
Published: (2024)
by: Li, Wenyan, et al.
Published: (2024)
Personal Visual Memory from Explicit and Implicit Evidence
by: Nguyen, Viet, et al.
Published: (2026)
by: Nguyen, Viet, et al.
Published: (2026)
Similar Items
-
TeleMem: Building Long-Term and Multimodal Memory for Agentic AI
by: Chen, Chunliang, et al.
Published: (2025) -
EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding
by: Wang, Ziyang, et al.
Published: (2026) -
OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation
by: Zhao, Lin, et al.
Published: (2026) -
Mem4Nav: Boosting Vision-and-Language Navigation in Urban Environments with a Hierarchical Spatial-Cognition Long-Short Memory System
by: He, Lixuan, et al.
Published: (2025) -
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
by: Hu, Wenbo, et al.
Published: (2025)