Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Xiangyu, Zheng, Songcheng, He, Wanyun, Li, Xiaoqiang, Li, Wei, Zhang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation
by: Zheng, Xiangyu, et al.
Published: (2025)
by: Zheng, Xiangyu, et al.
Published: (2025)
FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding
by: Xie, Yiweng, et al.
Published: (2026)
by: Xie, Yiweng, et al.
Published: (2026)
Learning Spatial-Semantic Features for Robust Video Object Segmentation
by: Li, Xin, et al.
Published: (2024)
by: Li, Xin, et al.
Published: (2024)
SHAPE: Structure-aware Hierarchical Unsupervised Domain Adaptation with Plausibility Evaluation for Medical Image Segmentation
by: Zhou, Linkuan, et al.
Published: (2026)
by: Zhou, Linkuan, et al.
Published: (2026)
Unleashing Hierarchical Reasoning: An LLM-Driven Framework for Training-Free Referring Video Object Segmentation
by: Zhao, Bingrui, et al.
Published: (2025)
by: Zhao, Bingrui, et al.
Published: (2025)
OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework
by: Li, Wanyun, et al.
Published: (2024)
by: Li, Wanyun, et al.
Published: (2024)
ClickVOS: Click Video Object Segmentation
by: Guo, Pinxue, et al.
Published: (2024)
by: Guo, Pinxue, et al.
Published: (2024)
SlotMatch: Distilling Object-Centric Representations for Unsupervised Video Segmentation
by: Grigore, Diana-Nicoleta, et al.
Published: (2025)
by: Grigore, Diana-Nicoleta, et al.
Published: (2025)
RMem: Restricted Memory Banks Improve Video Object Segmentation
by: Zhou, Junbao, et al.
Published: (2024)
by: Zhou, Junbao, et al.
Published: (2024)
Memory-Efficient Continual Learning Object Segmentation for Long Video
by: Nazemi, Amir, et al.
Published: (2023)
by: Nazemi, Amir, et al.
Published: (2023)
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos
by: Xiao, C., et al.
Published: (2024)
by: Xiao, C., et al.
Published: (2024)
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation
by: Li, Yonglin, et al.
Published: (2023)
by: Li, Yonglin, et al.
Published: (2023)
Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation
by: Zhang, Daoan, et al.
Published: (2022)
by: Zhang, Daoan, et al.
Published: (2022)
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation
by: Pan, Jingyi, et al.
Published: (2023)
by: Pan, Jingyi, et al.
Published: (2023)
OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics
by: Song, Yeon-Ji, et al.
Published: (2024)
by: Song, Yeon-Ji, et al.
Published: (2024)
SWIFT: Prompt-Adaptive Memory for Efficient Interactive Long Video Generation
by: Tan, Shanwen, et al.
Published: (2026)
by: Tan, Shanwen, et al.
Published: (2026)
Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory
by: Wu, Ruiqi, et al.
Published: (2026)
by: Wu, Ruiqi, et al.
Published: (2026)
CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis
by: He, Xiaoqiang
Published: (2025)
by: He, Xiaoqiang
Published: (2025)
View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature Fields
by: He, Haodi, et al.
Published: (2024)
by: He, Haodi, et al.
Published: (2024)
Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection
by: Cao, Hu, et al.
Published: (2024)
by: Cao, Hu, et al.
Published: (2024)
Object Attribute Matters in Visual Question Answering
by: Li, Peize, et al.
Published: (2023)
by: Li, Peize, et al.
Published: (2023)
Enhancing Long Video Understanding via Hierarchical Event-Based Memory
by: Cheng, Dingxin, et al.
Published: (2024)
by: Cheng, Dingxin, et al.
Published: (2024)
Mitigating Query Selection Bias in Referring Video Object Segmentation
by: Zhang, Dingwei, et al.
Published: (2025)
by: Zhang, Dingwei, et al.
Published: (2025)
Visual Agentic Memory: Enabling Online Long Video Understanding via Online Indexing, Hierarchical Memory, and Agentic Retrieval
by: Li, Aiden Yiliu, et al.
Published: (2026)
by: Li, Aiden Yiliu, et al.
Published: (2026)
Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T Videos
by: Xu, Qingyu, et al.
Published: (2024)
by: Xu, Qingyu, et al.
Published: (2024)
Advancing Complex Video Object Segmentation via Progressive Concept Construction
by: Zhang, Zhixiong, et al.
Published: (2025)
by: Zhang, Zhixiong, et al.
Published: (2025)
Video-EM: Event-Centric Episodic Memory for Long-Form Video Understanding
by: Wang, Yun, et al.
Published: (2025)
by: Wang, Yun, et al.
Published: (2025)
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation
by: Li, Dylan, et al.
Published: (2024)
by: Li, Dylan, et al.
Published: (2024)
VOID: Video Object and Interaction Deletion
by: Motamed, Saman, et al.
Published: (2026)
by: Motamed, Saman, et al.
Published: (2026)
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models
by: Chen, Kaijin, et al.
Published: (2026)
by: Chen, Kaijin, et al.
Published: (2026)
Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation
by: Karmann, Markus, et al.
Published: (2024)
by: Karmann, Markus, et al.
Published: (2024)
MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation
by: Cheng, Jintao, et al.
Published: (2024)
by: Cheng, Jintao, et al.
Published: (2024)
Rethinking Video Human-Object Interaction: Set Prediction over Time for Unified Detection and Anticipation
by: Luo, Yuanhao, et al.
Published: (2026)
by: Luo, Yuanhao, et al.
Published: (2026)
M$^3$-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation
by: Chen, Zixuan, et al.
Published: (2024)
by: Chen, Zixuan, et al.
Published: (2024)
VC-Agent: An Interactive Agent for Customized Video Dataset Collection
by: Zhang, Yidan, et al.
Published: (2025)
by: Zhang, Yidan, et al.
Published: (2025)
MVHOI: Bridge Multi-view Condition to Complex Human-Object Interaction Video Reenactment via 3D Foundation Model
by: Tong, Jinguang, et al.
Published: (2026)
by: Tong, Jinguang, et al.
Published: (2026)
On Moving Object Segmentation from Monocular Video with Transformers
by: Homeyer, Christian, et al.
Published: (2024)
by: Homeyer, Christian, et al.
Published: (2024)
Space-time Reinforcement Network for Video Object Segmentation
by: Chen, Yadang, et al.
Published: (2024)
by: Chen, Yadang, et al.
Published: (2024)
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation
by: Zhang, Tianyuan, et al.
Published: (2024)
by: Zhang, Tianyuan, et al.
Published: (2024)
MIDAS: Multimodal Interactive Digital-humAn Synthesis via Real-time Autoregressive Video Generation
by: Chen, Ming, et al.
Published: (2025)
by: Chen, Ming, et al.
Published: (2025)
Similar Items
-
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation
by: Zheng, Xiangyu, et al.
Published: (2025) -
FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding
by: Xie, Yiweng, et al.
Published: (2026) -
Learning Spatial-Semantic Features for Robust Video Object Segmentation
by: Li, Xin, et al.
Published: (2024) -
SHAPE: Structure-aware Hierarchical Unsupervised Domain Adaptation with Plausibility Evaluation for Medical Image Segmentation
by: Zhou, Linkuan, et al.
Published: (2026) -
Unleashing Hierarchical Reasoning: An LLM-Driven Framework for Training-Free Referring Video Object Segmentation
by: Zhao, Bingrui, et al.
Published: (2025)