Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures

4 March 2024

Yu Qiao

Papers citing "Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures"

40 / 40 papers shown

Title
Multi-View Learning with Context-Guided Receptance for Image Denoising Binghong Chen Tingting Chai Wei Jiang Yuanrong Xu Guanglu Zhou Xiangqian Wu 26 0 0 05 May 2025
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization Chen Xu Yuxuan Yue Zukang Xu Xing Hu Jiangyong Yu Zhixuan Chen Sifan Zhou Zhihang Yuan Dawei Yang MQ 17 0 0 02 May 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 85 0 0 17 Apr 2025
RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework X. Wang Haiyang Wang Shiao Wang Qiang Chen Jiandong Jin Haoyu Song Bo Jiang Chenglong Li 26 0 0 14 Apr 2025
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning Biswadeep Chakraborty Saibal Mukhopadhyay 38 0 0 02 Apr 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models Guoyizhe Wei Rama Chellappa 31 0 0 30 Mar 2025
DREMnet: An Interpretable Denoising Framework for Semi-Airborne Transient Electromagnetic Signal Shuang Wang Ming Guo X. Wang Fei Deng Lifeng Mao Bin Wang Wenlong Gao 44 0 0 28 Mar 2025
LOCORE: Image Re-ranking with Long-Context Sequence Modeling Zilin Xiao Pavel Suma Ayush Sachdeva Hao-Jen Wang Giorgos Kordopatis-Zilos Giorgos Tolias Vicente Ordonez 49 0 0 27 Mar 2025
RSRWKV: A Linear-Complexity 2D Attention Mechanism for Efficient Remote Sensing Vision Task Chunshan Li Rong Wang Xiaofei Yang Dianhui Chu 67 0 0 26 Mar 2025
Delta-WKV: A Novel Meta-in-Context Learner for MRI Super-Resolution Rongchang Lu Bingcheng Liao Haowen Hou Jiahang Lv Xin Hai 37 0 0 28 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 44 36 0 24 Feb 2025
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba Xiuwei Chen Sihao Lin Xiao Dong Z. Chen Meng Cao J. Han Hang Xu Xiaodan Liang Mamba 54 0 0 24 Feb 2025
Linear Attention Modeling for Learned Image Compression Donghui Feng Zhengxue Cheng Shen Wang Ronghua Wu Hongwei Hu Guo Lu Li-Na Song 52 1 0 09 Feb 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Jinwei Gu Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 44 0 0 21 Jan 2025
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance Wenjun Huang Jianguo Hu 74 0 0 14 Dec 2024
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration Yuzhen Du Teng Hu J. Zhang Ran Yi Chengming Xu Xiaobin Hu Kai WU Donghao Luo Y. Wang Lizhuang Ma 73 1 0 05 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
The Evolution of RWKV: Advancements in Efficient Language Modeling Akul Datta VLM 28 1 0 05 Nov 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 35 4 0 07 Oct 2024
OccRWKV: Rethinking Efficient 3D Semantic Occupancy Prediction with Linear Complexity Junming Wang Wei Yin Xiaoxiao Long Xingyu Zhang Zebin Xing Xiaoyang Guo Qian Zhang 3DPC 34 2 0 30 Sep 2024
Experimentation in Content Moderation using RWKV Umut Yildirim Rohan Dutta Burak Yildirim Atharva Vaidya 31 2 0 05 Sep 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms Xiao Wang Shiao Wang Pengpeng Shao Bo Jiang Lin Zhu Yonghong Tian 55 1 0 19 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 45 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
Patch-Level Training for Large Language Models Chenze Shao Fandong Meng Jie Zhou 33 1 0 17 Jul 2024
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV Zhiwen Yang Hui Zhang Dan Zhao Bingzheng Wei Bingzheng Wei Yan Xu MedIm 41 10 0 14 Jul 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming Yang Shuicheng Yan Chen Change Loy VLM 27 10 0 27 Jun 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner Tiancheng Gu Kaicheng Yang Xiang An Ziyong Feng Dongnan Liu Weidong Cai Jiankang Deng VLM CLIP 30 13 0 11 Jun 2024
Learning 1D Causal Visual Representation with De-focus Attention Networks Chenxin Tao Xizhou Zhu Shiqian Su Lewei Lu Changyao Tian ... Gao Huang Hongsheng Li Yu Qiao Jie Zhou Jifeng Dai 52 1 0 06 Jun 2024
You Only Scan Once: Efficient Multi-dimension Sequential Modeling with LightNet Zhen Qin Yuxin Mao Xuyang Shen Dong Li Jing Zhang Yuchao Dai Yiran Zhong 42 1 0 31 May 2024
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention Bencheng Liao Xinggang Wang Lianghui Zhu Qian Zhang Chang Huang 42 3 0 28 May 2024
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning Qingdong He Jiangning Zhang Jinlong Peng Haoyang He Yabiao Wang Chengjie Wang 3DPC 35 12 0 24 May 2024
Audio Mamba: Pretrained Audio State Space Model For Audio Tagging Jiaju Lin Haoxuan Hu Mamba 31 7 0 22 May 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Xiao Wang Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 28 48 0 15 Apr 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 58 5 0 14 Apr 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 32 23 0 06 Apr 2024
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding Guo Chen Yifei Huang Jilan Xu Baoqi Pei Zhe Chen Zhiqi Li Jiahao Wang Kunchang Li Tong Lu Limin Wang Mamba 51 68 0 14 Mar 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 7,337 0 11 Nov 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 236 35,884 0 25 Aug 2016