Title
EvRainDrop: HyperGraph-guided Completion for Effective Frame and Event Stream Aggregation Futian Wang Fan Zhang Xiao Wang Mengqi Wang Dexing Huang Jin Tang 76 0 0 26 Nov 2025
EMRRG: Efficient Fine-Tuning Pre-trained X-ray Mamba Networks for Radiology Report Generation Mingzheng Zhang Jinfeng Gao Dan Xu Jiangrui Yu Yuhan Qiao Lan Chen Jin Tang Xiao Wang Mamba MedIm 160 0 0 19 Oct 2025
Cortical-SSM: A Deep State Space Model for EEG and ECoG Motor Imagery Decoding Shuntaro Suzuki Shunya Nagashima Masayuki Hirata Komei Sugiura 57 1 0 17 Oct 2025
A Deep State-Space Model Compression Method using Upper Bound on Output Error Hiroki Sakamoto Kazuhiro Sato 42 0 0 16 Oct 2025
The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures Alexander Fichtl Jeremias Bohn Josefin Kelber Edoardo Mosca Georg Groh 96 0 0 06 Oct 2025
Pedestrian Attribute Recognition via Hierarchical Cross-Modality HyperGraph Learning Xiao Wang Shujuan Wu Xiaoxia Cheng Changwei Bi Jin Tang Bin Luo 72 0 0 26 Sep 2025
GPSMamba: A Global Phase and Spectral Prompt-guided Mamba for Infrared Image Super-Resolution Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 211 1 0 25 Jul 2025
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Qi Qin ... Bin Fu Xiaokang Yang Guangtao Zhai Ming-Hsuan Yang Xiaohong Liu VLM 485 86 0 01 Jul 2025
FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images Hangbei Cheng Xiaorong Dong Xueyu Liu Jianan Zhang Xuetao Ma Mingqiang Wei Liansheng Wang Junxin Chen Yongfei Wu Mamba 111 0 0 09 Jun 2025
Gaussian mixture models as a proxy for interacting language models Edward L. Wang Tianyu Wang A. Athreya V. Lyzinski Carey E. Priebe Carey E. Priebe 243 2 0 29 May 2025
Block-Biased Mamba for Long-Range Sequence Processing Annan Yu N. Benjamin Erichson Mamba 291 2 0 13 May 2025
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 522 7 0 01 May 2025
RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework Xinyu Wang Haiyang Wang Shiao Wang Qiang Chen Jiandong Jin Haoyu Song Bo Jiang Chenglong Li 354 3 0 14 Apr 2025
A Survey on Transformer Context Extension: Approaches and Evaluation Yijun Liu Jinzheng Yu Yang Xu Zhongyang Li Qingfu Zhu LLMAG 449 11 0 17 Mar 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages A. Vats Rahul Raja Mrinal Mathur Vinija Jain Vasu Sharma 427 3 0 01 Feb 2025
EDMB: Edge Detector with MambaIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Yachuan Li Xavier Soria Poma Yun Bai Qian Xiao Chaozhi Yang Guanlin Li Zongmin Li Mamba 164 2 0 10 Jan 2025
VMamba: Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024 Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 952 1,431 0 31 Dec 2024
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 470 17 0 09 Dec 2024
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz Ali Parviz Mahdi Karami Clayton Sanford Bryan Perozzi Vahab Mirrokni 356 4 0 23 Nov 2024
FACTS: A Factored State-Space Framework For World ModellingInternational Conference on Learning Representations (ICLR), 2024 Li Nanbo Firas Laakom Yucheng Xu Wenyi Wang Jürgen Schmidhuber AI4TS 909 1 0 28 Oct 2024
Were RNNs All We Needed? Leo Feng Frederick Tung Mohamed Osama Ahmed Yoshua Bengio Hossein Hajimirsadegh AI4TS 236 34 1 02 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus DatasetComputer Vision and Pattern Recognition (CVPR), 2024 Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 286 14 0 01 Oct 2024
VFM-Det: Towards High-Performance Vehicle Detection via Large Foundation Models Wentao Wu Fanghua Hong Xiao Wang Chenglong Li Jin Tang VLM 209 2 0 23 Aug 2024
MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space ModelingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Zili Liu Hao Chen Lei Bai Wenyuan Li Wanli Ouyang Zhengxia Zou Zhenwei Shi Mamba 209 12 0 20 Aug 2024
MambaEVT: Event Stream based Visual Object Tracking using State Space Model Xiao Wang Chao wang Shiao Wang Xixi Wang Zhicheng Zhao Lin Zhu Bo Jiang Mamba 146 8 0 20 Aug 2024
R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation Xiao Wang Yuehang Li Fuling Wang Shiao Wang Chuanfu Li Bo Jiang MedIm 183 17 0 19 Aug 2024
Pedestrian Attribute Recognition: A New Benchmark Dataset and A Large Language Model Augmented FrameworkAAAI Conference on Artificial Intelligence (AAAI), 2024 Jiandong Jin Xiao Wang Qian Zhu Haiyang Wang Chenglong Li VLM 143 12 0 19 Aug 2024
Treat Stillness with Movement: Remote Sensing Change Detection via Coarse-grained Temporal Foregrounds Mining Xixi Wang Zitian Wang Jingtao Jiang Lan Chen Xiao Wang Bo Jiang VGen 260 0 0 15 Aug 2024
A Survey of Mamba Shuwei Shi Shibing Chu Rui An Wenqi Fan Yuee Xie Hui Liu Yuanping Chen Qing Li AI4CE 439 67 0 02 Aug 2024
An Empirical Study of Mamba-based Pedestrian Attribute Recognition Tianlin Li Weizhe Kong Jiandong Jin Shiao Wang Ruichong Gao Qingchuan Ma Chenglong Li Jin Tang Mamba 211 10 0 15 Jul 2024
MaIL: Improving Imitation Learning with Mamba Xiaogang Jia Qian Wang Atalay Donat Bowen Xing Ge Li Hongyi Zhou Onur Celik Denis Blessing Rudolf Lioutikov Gerhard Neumann Mamba 193 18 0 12 Jun 2024
What Can We Learn from State Space Models for Machine Learning on Graphs? Yinan Huang Siqi Miao Pan Li 199 11 0 09 Jun 2024
RoboMamba: Multimodal State Space Model for Efficient Robot Reasoning and ManipulationNeural Information Processing Systems (NeurIPS), 2024 Jiaming Liu Mengzhen Liu Zhenyu Wang Lily Lee Kaichen Zhou Pengju An Senqiao Yang Renrui Zhang Yandong Guo Shanghang Zhang LM&Ro LRM Mamba 237 20 0 06 Jun 2024
MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting Xiuding Cai Yaoyao Zhu Xueyao Wang Yu Yao Mamba AI4TS 218 16 0 26 May 2024
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation Chunyu Yuan Dongfang Zhao S. Agaian Mamba 165 14 0 24 May 2024
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification Weilian Zhou Sei-ichiro Kamata Haipeng Wang Man-Sing Wong Huiying H. Hou Mamba 473 85 0 20 May 2024
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation ModelIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 314 18 0 16 May 2024
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental StudyIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Qinfeng Zhu Yuan-Sheng Fang Yuanzhi Cai Cheng Chen Lei Fan Mamba 209 39 0 14 May 2024
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMambaIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Hongwei Ren Yue Zhou Jiadong Zhu Haotian Fu Yulong Huang Xiaopeng Lin Yuetong Fang Fei Ma Hao Yu Bo-Xun Cheng Mamba 495 17 0 09 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 215 72 0 07 May 2024
MemoryMamba: Memory-Augmented State Space Model for Defect Recognition Qianning Wang He Hu Yucheng Zhou Mamba 212 21 0 06 May 2024
Matten: Video Generation with Mamba-Attention Yu Gao Jiancheng Huang Xiaopeng Sun Zequn Jie Yujie Zhong Lin Ma 341 27 0 05 May 2024
RSCaMa: Remote Sensing Image Change Captioning with State Space Model Chenyang Liu Keyan Chen Bo-Ying Chen Haotian Zhang Zhengxia Zou Z. Shi Mamba 313 72 0 29 Apr 2024
Visual Mamba: A Survey and New Outlooks Rui Xu Shu Yang Yihui Wang Yu Cai Bo Du Hao Chen Mamba 355 49 0 29 Apr 2024
Mamba-FETrack: Frame-Event Tracking via State Space Model Ju Huang Shiao Wang Shuai Wang Zhe Wu Tianlin Li Bowei Jiang Mamba 202 25 0 28 Apr 2024
Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition Tianlin Li Qian Zhu Jiandong Jin Jun Zhu Futian Wang Bowei Jiang Yaowei Wang Yonghong Tian ViT 240 8 0 27 Apr 2024
Pre-training on High Definition X-ray Images: An Experimental Study Tianlin Li Yuehang Li Wentao Wu Jiandong Jin Yao Rong Bowei Jiang Chuanfu Li Jin Tang MedIm ViT LM&MA 235 5 0 27 Apr 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 321 105 0 09 Apr 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 263 5 0 26 Mar 2024
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space ModelsNeural Information Processing Systems (NeurIPS), 2024 Zunnan Xu Yukang Lin Haonan Han Sicheng Yang Ronghui Li Yachao Zhang Xiu Li Mamba 525 39 0 14 Mar 2024

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State Space Model for New-Generation Network Alternative to Transformers: A Survey

Papers citing "State Space Model for New-Generation Network Alternative to Transformers: A Survey"