Cover Image

Beyond Quadratic: Linear-Time Change Detection with RWKV

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Zhenyu, Pei, Gensheng, Chen, Tao, Yuan, Xia, Zhang, Haofeng, Shu, Xiangbo, Yao, Yazhou
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Remote Sensing Change Detection with Neural Memory
by: Yang, Zhenyu, et al.
Published: (2026)

PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation
by: Yin, Jianjian, et al.
Published: (2026)

Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection
by: Pei, Gensheng, et al.
Published: (2025)

Taming SAM3 in the Wild: A Concept Bank for Open-Vocabulary Segmentation
by: Pei, Gensheng, et al.
Published: (2026)

Unbiased Object Detection Beyond Frequency with Visually Prompted Image Synthesis
by: Cai, Xinhao, et al.
Published: (2025)

Relating CNN-Transformer Fusion Network for Change Detection
by: Gao, Yuhao, et al.
Published: (2024)

Efficiency Follows Global-Local Decoupling
by: Yang, Zhenyu, et al.
Published: (2026)

PEARL: Geometry Aligns Semantics for Training-Free Open-Vocabulary Semantic Segmentation
by: Pei, Gensheng, et al.
Published: (2026)

VideoMAC: Video Masked Autoencoders Meet ConvNets
by: Pei, Gensheng, et al.
Published: (2024)

PKINet-v2: Towards Powerful and Efficient Poly-Kernel Remote Sensing Object Detection
by: Cai, Xinhao, et al.
Published: (2026)

Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning
by: Yin, Jianjian, et al.
Published: (2025)

Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation
by: Chen, Tao, et al.
Published: (2024)

MAUP: Training-free Multi-center Adaptive Uncertainty-aware Prompting for Cross-domain Few-shot Medical Image Segmentation
by: Zhu, Yazhou, et al.
Published: (2025)

A Light-weight Transformer-based Self-supervised Matching Network for Heterogeneous Images
by: Zhang, Wang, et al.
Published: (2024)

Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation
by: Pei, Gensheng, et al.
Published: (2024)

Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation
by: Cai, Xinhao, et al.
Published: (2026)

FTMoMamba: Motion Generation with Frequency and Text State Space Models
by: Li, Chengjian, et al.
Published: (2024)

OmniGaze: Reward-inspired Generalizable Gaze Estimation In The Wild
by: Qu, Hongyu, et al.
Published: (2025)

Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images
by: Zhou, Bo, et al.
Published: (2026)

AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition
by: Cao, Meiqi, et al.
Published: (2024)

FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation
by: Bo, Yuntian, et al.
Published: (2024)

Focus on Background: Exploring SAM's Potential in Few-shot Medical Image Segmentation with Background-centric Prompting
by: Bo, Yuntian, et al.
Published: (2026)

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model
by: Yuan, Haobo, et al.
Published: (2024)

RWKV-PCSSC: Exploring RWKV Model for Point Cloud Semantic Scene Completion
by: He, Wenzhe, et al.
Published: (2025)

Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection
by: Tao, Fenfang, et al.
Published: (2024)

Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
by: Duan, Yuchen, et al.
Published: (2024)

PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning
by: He, Qingdong, et al.
Published: (2024)

Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models
by: Fei, Zhengcong, et al.
Published: (2024)

EvRWKV: A Continuous Interactive RWKV Framework for Effective Event-Guided Low-Light Image Enhancement
by: Cai, Wenjie, et al.
Published: (2025)

Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
by: Yang, Zhiwen, et al.
Published: (2024)

UniHash: Unifying Pointwise and Pairwise Hashing Paradigms
by: Ma, Xiaoxu, et al.
Published: (2026)

StyleRWKV: High-Quality and High-Efficiency Style Transfer with RWKV-like Architecture
by: Dai, Miaomiao, et al.
Published: (2024)

OccRWKV: Rethinking Efficient 3D Semantic Occupancy Prediction with Linear Complexity
by: Wang, Junming, et al.
Published: (2024)

EventCrab: Harnessing Frame and Point Synergy for Event-based Action Recognition and Beyond
by: Cao, Meiqi, et al.
Published: (2024)

Video RWKV:Video Action Recognition Based RWKV
by: Yin, Zhuowen, et al.
Published: (2024)

RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation
by: Zhu, Yazhou, et al.
Published: (2024)

SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
by: Zhang, Hanxu, et al.
Published: (2026)

UnitedVLN: Generalizable Gaussian Splatting for Continuous Vision-Language Navigation
by: Dai, Guangzhao, et al.
Published: (2024)

Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV
by: Huang, Wenbo, et al.
Published: (2025)

RWKV-CLIP: A Robust Vision-Language Representation Learner
by: Gu, Tiancheng, et al.
Published: (2024)