Vision-LSTM: xLSTM as Generic Vision Backbone

24 February 2025

Johannes Brandstetter

VLM

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Papers citing "Vision-LSTM: xLSTM as Generic Vision Backbone"

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Title
Learning to Learn with Quantum Optimization via Quantum Neural Networks Kuan-Cheng Chen Hiromichi Matsuyama Wei-Hao Huang 24 0 0 01 May 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models Guoyizhe Wei Rama Chellappa 31 0 0 30 Mar 2025
Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels M. Beck Korbinian Poppel Phillip Lippe Sepp Hochreiter 59 1 0 18 Mar 2025
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference M. Beck Korbinian Poppel Phillip Lippe Richard Kurle P. Blies G. Klambauer Sebastian Böck Sepp Hochreiter LRM 40 0 0 17 Mar 2025
M3-AGIQA: Multimodal, Multi-Round, Multi-Aspect AI-Generated Image Quality Assessment Chuan Cui Kejiang Chen Zhihua Wei Wen Shen W. Zhang Nenghai Yu EGVM 65 0 0 24 Feb 2025
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks Thomas Schmied Thomas Adler Vihang Patil M. Beck Korbinian Poppel Johannes Brandstetter G. Klambauer Razvan Pascanu Sepp Hochreiter 70 4 0 21 Feb 2025
BabyHGRN: Exploring RNNs for Sample-Efficient Training of Language Models Patrick Haller Jonas Golde A. Akbik 72 0 0 20 Dec 2024
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance Wenjun Huang Jianguo Hu 79 0 0 14 Dec 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He J. Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Y. Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 77 3 0 24 Nov 2024
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences Niklas Schmidinger Lisa Schneckenreiter Philipp Seidl Johannes Schimunek Pieter-Jan Hoedt Johannes Brandstetter Andreas Mayr Sohvi Luukkonen Sepp Hochreiter G. Klambauer MedIm 58 4 0 06 Nov 2024
ChangeMinds: Multi-task Framework for Detecting and Describing Changes in Remote Sensing Yuduo Wang Weikang Yu Michael K Kopp Pedram Ghamisi 14 1 0 13 Oct 2024
xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network Qionghao Huang Jili Chen 14 1 0 07 Oct 2024
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT Models Thanh-Dung Le Vu Nguyen Ha T. Nguyen G. Eappen P. Thiruvasagam ... J. L. González-Rios Luis M. Garces-Socarras Symeon Chatzinotas Juan Carlos Merlano-Duncan Symeon Chatzinotas 21 4 0 05 Sep 2024
Audio xLSTMs: Learning Self-Supervised Audio Representations with xLSTMs Sarthak Yadav Sergios Theodoridis Z. Tan 32 2 0 29 Aug 2024
LION: Linear Group RNN for 3D Object Detection in Point Clouds Zhe Liu Jinghua Hou Xinyu Wang Xiaoqing Ye Jingdong Wang Hengshuang Zhao Xiang Bai 3DPC 53 11 0 25 Jul 2024
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste Qinfeng Zhu Ningxin Weng Lei Fan Yuanzhi Cai 31 0 0 24 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying-Dong Zang Z. Li MedIm Mamba 47 12 0 01 Jul 2024
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images Qinfeng Zhu Yuanzhi Cai Lei Fan VLM 35 5 0 20 Jun 2024
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 102 62 0 23 Mar 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 243 1,817 0 18 Aug 2016