MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives
Fuente:
arXiv
Saved in:
| Main Authors: | Ji, Sihui, Chen, Xi, Yang, Shuai, Tao, Xin, Wan, Pengfei, Zhao, Hengshuang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MemFlow: Optical Flow Estimation and Prediction with Memory
by: Dong, Qiaole, et al.
Published: (2024)
by: Dong, Qiaole, et al.
Published: (2024)
PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning
by: Ji, Sihui, et al.
Published: (2025)
by: Ji, Sihui, et al.
Published: (2025)
LayerFlow: A Unified Model for Layer-aware Video Generation
by: Ji, Sihui, et al.
Published: (2025)
by: Ji, Sihui, et al.
Published: (2025)
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control
by: Tu, Yuanpeng, et al.
Published: (2025)
by: Tu, Yuanpeng, et al.
Published: (2025)
DecMem: Towards Minute-Long Consistent World Generation with Decoupled Memory
by: Yang, Zhenhao, et al.
Published: (2026)
by: Yang, Zhenhao, et al.
Published: (2026)
WorldMem: Long-term Consistent World Simulation with Memory
by: Xiao, Zeqi, et al.
Published: (2025)
by: Xiao, Zeqi, et al.
Published: (2025)
OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation
by: Zhao, Lin, et al.
Published: (2026)
by: Zhao, Lin, et al.
Published: (2026)
VideoMem: Enhancing Ultra-Long Video Understanding via Adaptive Memory Management
by: Jin, Hongbo, et al.
Published: (2025)
by: Jin, Hongbo, et al.
Published: (2025)
FashionComposer: Compositional Fashion Image Generation
by: Ji, Sihui, et al.
Published: (2024)
by: Ji, Sihui, et al.
Published: (2024)
Context as Memory: Scene-Consistent Interactive Long Video Generation with Memory Retrieval
by: Yu, Jiwen, et al.
Published: (2025)
by: Yu, Jiwen, 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)
MaskFlow: Discrete Flows For Flexible and Efficient Long Video Generation
by: Fuest, Michael, et al.
Published: (2025)
by: Fuest, Michael, et al.
Published: (2025)
DiffDoctor: Diagnosing Image Diffusion Models Before Treating
by: Wang, Yiyang, et al.
Published: (2025)
by: Wang, Yiyang, et al.
Published: (2025)
FlowNar: Scalable Streaming Narration for Long-Form Videos
by: Zhong, Zeyun, et al.
Published: (2026)
by: Zhong, Zeyun, et al.
Published: (2026)
AdaFlow: Efficient Long Video Editing via Adaptive Attention Slimming And Keyframe Selection
by: Zhang, Shuheng, et al.
Published: (2025)
by: Zhang, Shuheng, et al.
Published: (2025)
FocalClick-XL: Towards Unified and High-quality Interactive Segmentation
by: Chen, Xi, et al.
Published: (2025)
by: Chen, Xi, et al.
Published: (2025)
CacheFlow: Compressive Streaming Memory for Efficient Long-Form Video Understanding
by: Patel, Shrenik, et al.
Published: (2025)
by: Patel, Shrenik, et al.
Published: (2025)
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery
by: Tu, Yuanpeng, et al.
Published: (2024)
by: Tu, Yuanpeng, et al.
Published: (2024)
MTV-Inpaint: Multi-Task Long Video Inpainting
by: Yang, Shiyuan, et al.
Published: (2025)
by: Yang, Shiyuan, et al.
Published: (2025)
MemCam: Memory-Augmented Camera Control for Consistent Video Generation
by: Gao, Xinhang, et al.
Published: (2026)
by: Gao, Xinhang, et al.
Published: (2026)
Stable Velocity: A Variance Perspective on Flow Matching
by: Yang, Donglin, et al.
Published: (2026)
by: Yang, Donglin, et al.
Published: (2026)
MatAnyone: Stable Video Matting with Consistent Memory Propagation
by: Yang, Peiqing, et al.
Published: (2025)
by: Yang, Peiqing, et al.
Published: (2025)
FlowConsist: Make Your Flow Consistent with Real Trajectory
by: Zhang, Tianyi, et al.
Published: (2026)
by: Zhang, Tianyi, et al.
Published: (2026)
MosaicMem: Hybrid Spatial Memory for Controllable Video World Models
by: Yu, Wei, et al.
Published: (2026)
by: Yu, Wei, et al.
Published: (2026)
FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding
by: Xie, Yiweng, et al.
Published: (2026)
by: Xie, Yiweng, et al.
Published: (2026)
Video Forgery Detection with Optical Flow Residuals and Spatial-Temporal Consistency
by: Xue, Xi, et al.
Published: (2025)
by: Xue, Xi, et al.
Published: (2025)
Hybrid Cost Volume for Memory-Efficient Optical Flow
by: Zhao, Yang, et al.
Published: (2024)
by: Zhao, Yang, et al.
Published: (2024)
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis
by: Liang, Feng, et al.
Published: (2023)
by: Liang, Feng, et al.
Published: (2023)
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume
by: Xu, Gangwei, et al.
Published: (2023)
by: Xu, Gangwei, et al.
Published: (2023)
Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
by: Guo, Yanjun, et al.
Published: (2026)
by: Guo, Yanjun, et al.
Published: (2026)
Owl-1: Omni World Model for Consistent Long Video Generation
by: Huang, Yuanhui, et al.
Published: (2024)
by: Huang, Yuanhui, et al.
Published: (2024)
Q-GeoMem: Question-Guided Geometric Memory for Video Spatial Reasoning
by: Gao, Xianqiang, et al.
Published: (2026)
by: Gao, Xianqiang, et al.
Published: (2026)
FlowPortal: Residual-Corrected Flow for Training-Free Video Relighting and Background Replacement
by: Gao, Wenshuo, et al.
Published: (2025)
by: Gao, Wenshuo, et al.
Published: (2025)
FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation
by: Margaryan, Hovhannes, et al.
Published: (2026)
by: Margaryan, Hovhannes, et al.
Published: (2026)
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency
by: Yang, Ling, et al.
Published: (2024)
by: Yang, Ling, et al.
Published: (2024)
Relax Forcing: Relaxed KV-Memory for Consistent Long Video Generation
by: Zhao, Zengqun, et al.
Published: (2026)
by: Zhao, Zengqun, et al.
Published: (2026)
EventMemAgent: Hierarchical Event-Centric Memory for Online Video Understanding with Adaptive Tool Use
by: Wen, Siwei, et al.
Published: (2026)
by: Wen, Siwei, et al.
Published: (2026)
SpatialMem: Metric-Aligned Long-Horizon Video Memory for Language Grounding and QA
by: Zheng, Xinyi, et al.
Published: (2026)
by: Zheng, Xinyi, et al.
Published: (2026)
Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection
by: Ding, Kaixin, et al.
Published: (2025)
by: Ding, Kaixin, et al.
Published: (2025)
FreshMem: Brain-Inspired Frequency-Space Hybrid Memory for Streaming Video Understanding
by: Li, Kangcong, et al.
Published: (2026)
by: Li, Kangcong, et al.
Published: (2026)
Similar Items
-
MemFlow: Optical Flow Estimation and Prediction with Memory
by: Dong, Qiaole, et al.
Published: (2024) -
PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning
by: Ji, Sihui, et al.
Published: (2025) -
LayerFlow: A Unified Model for Layer-aware Video Generation
by: Ji, Sihui, et al.
Published: (2025) -
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control
by: Tu, Yuanpeng, et al.
Published: (2025) -
DecMem: Towards Minute-Long Consistent World Generation with Decoupled Memory
by: Yang, Zhenhao, et al.
Published: (2026)