Cover Image

MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Shu, Wang, Yihui, Chen, Hao
Format:	Preprint
Published:	2024
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

MambaMIL+: Modeling Long-Term Contextual Patterns for Gigapixel Whole Slide Image
by: Zeng, Qian, et al.
Published: (2025)

Motion Mamba: Efficient and Long Sequence Motion Generation
by: Zhang, Zeyu, et al.
Published: (2024)

Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology
by: Zhang, Yuqi, et al.
Published: (2024)

ReactionMamba: Generating Short & Long Human Reaction Sequences
by: Beg, Hajra Anwar, et al.
Published: (2025)

Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence
by: Huang, Wenbo, et al.
Published: (2024)

Visual Mamba: A Survey and New Outlooks
by: Xu, Rui, et al.
Published: (2024)

Mamba-VGGT: Persistent Long-Sequence Video Geometry Grounded Transformer via External Sliding Window Mamba Memory
by: Deng, Tianchen, et al.
Published: (2026)

HookMIL: Revisiting Context Modeling in Multiple Instance Learning for Computational Pathology
by: Ling, Xitong, et al.
Published: (2025)

LongStream: Long-Sequence Streaming Autoregressive Visual Geometry
by: Cheng, Chong, et al.
Published: (2026)

Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images
by: Guo, Zhengrui, et al.
Published: (2025)

MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering
by: Tian, Yonglin, et al.
Published: (2024)

MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence
by: Zhao, Canyu, et al.
Published: (2024)

LOCORE: Image Re-ranking with Long-Context Sequence Modeling
by: Xiao, Zilin, et al.
Published: (2025)

OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering
by: Jia, Yiduo, et al.
Published: (2026)

Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning
by: Xu, Zhe, et al.
Published: (2025)

HOIGPT: Learning Long Sequence Hand-Object Interaction with Language Models
by: Huang, Mingzhen, et al.
Published: (2025)

Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation
by: Cheng, Zihan, et al.
Published: (2025)

ConvVitMamba: Efficient Multiscale Convolution, Transformer, and Mamba-Based Sequence modelling for Hyperspectral Image Classification
by: Alkhatib, Mohammed Q.
Published: (2026)

PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI
by: Liu, Peirong, et al.
Published: (2024)

PCSTracker: Long-Term Scene Flow Estimation for Point Cloud Sequences
by: Lin, Min, et al.
Published: (2026)

Winner Team Mia at TextVQA Challenge 2021: Vision-and-Language Representation Learning with Pre-trained Sequence-to-Sequence Model
by: Qiao, Yixuan, et al.
Published: (2021)

Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model
by: Wang, Chenfeng, et al.
Published: (2026)

ImplantMamba: Long-range Sequential Modeling Mamba For Dental Implant Position Prediction
by: Yang, Xinquan, et al.
Published: (2026)

FMRFT: Fusion Mamba and DETR for Query Time Sequence Intersection Fish Tracking
by: Yao, Mingyuan, et al.
Published: (2024)

Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
by: Chen, Xin, et al.
Published: (2023)

EfficientMIL: Efficient Linear-Complexity MIL Method for WSI Classification
by: She, Chengying, et al.
Published: (2025)

PuzLM: Solving Jigsaw Puzzles with Sequence-to-Sequence Language Models
by: Elkin, Gur, et al.
Published: (2025)

LONG3R: Long Sequence Streaming 3D Reconstruction
by: Chen, Zhuoguang, et al.
Published: (2025)

GenAR: Next-Scale Autoregressive Generation for Spatial Gene Expression Prediction
by: Ouyang, Jiarui, et al.
Published: (2025)

MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction
by: Yang, Hao, et al.
Published: (2025)

Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
by: Cunningham, Harry Jake, et al.
Published: (2024)

VGGT-Long: Chunk it, Loop it, Align it -- Pushing VGGT's Limits on Kilometer-scale Long RGB Sequences
by: Deng, Kai, et al.
Published: (2025)

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
by: Xing, Zhaohu, et al.
Published: (2024)

Scaling Sequence-to-Sequence Generative Neural Rendering
by: Liu, Shikun, et al.
Published: (2025)

Deep Compositional Phase Diffusion for Long Motion Sequence Generation
by: Au, Ho Yin, et al.
Published: (2025)

LongSplat: Online Generalizable 3D Gaussian Splatting from Long Sequence Images
by: Huang, Guichen, et al.
Published: (2025)

From Sequential to Spatial: Reordering Autoregression for Efficient Visual Generation
by: Wang, Siyang, et al.
Published: (2025)

SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
by: Song, Yicheng, et al.
Published: (2025)

Bidirectional Action Sequence Learning for Long-term Action Anticipation with Large Language Models
by: Sato, Yuji, et al.
Published: (2025)

Rethinking the State Update Gate for Long-Sequence Recurrent 3D Reconstruction
by: Ren, Kejun, et al.
Published: (2026)