OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models

13 March 2025

Papers citing "OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models"

20 / 20 papers shown

Title
QMamba: Post-Training Quantization for Vision State Space Models Yinglong Li Xiaoyu Liu Jiacheng Li Ruikang Xu Yinda Chen Zhiwei Xiong Mamba MQ 73 3 0 23 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 312 709 0 31 Dec 2024
PTQ4VM: Post-Training Quantization for Visual Mamba Jun-gyu Jin Changhun Lee Seonggon Kim Eunhyeok Park MQ Mamba 126 2 0 29 Dec 2024
DopQ-ViT: Towards Distribution-Friendly and Outlier-Aware Post-Training Quantization for Vision Transformers Lianwei Yang Haisong Gong Haokun Lin Yichen Wu Zhenan Sun Qingyi Gu MQ 116 4 0 06 Aug 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 146 72 0 10 Jul 2024
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 122 31 0 25 Jun 2024
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation Tianchen Zhao Tongcheng Fang Haofeng Huang Enshu Liu Widyadewi Soedarmadji ... Shengen Yan Huazhong Yang Xuefei Ning Xuefei Ning Yu Wang MQ VGen 187 35 0 04 Jun 2024
QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving Chengyue Wu Haotian Tang Shang Yang Zhekai Zhang Guangxuan Xiao Chuang Gan Song Han 145 98 0 07 May 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei Wang Chao Qian Chang Xu Mamba 105 155 0 14 Mar 2024
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers Zhikai Li Junrui Xiao Lianwei Yang Qingyi Gu MQ 68 90 0 16 Dec 2022
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers Zhikai Li Mengjuan Chen Junrui Xiao Qingyi Gu ViT MQ 117 35 0 13 Sep 2022
BMPQ: Bit-Gradient Sensitivity Driven Mixed-Precision Quantization of DNNs from Scratch Souvik Kundu Shikai Wang Qirui Sun Peter A. Beerel Massoud Pedram MQ 69 18 0 24 Dec 2021
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer Yang Lin Tianyu Zhang Peiqin Sun Zheng Li Shuchang Zhou ViT MQ 86 156 0 27 Nov 2021
Aligning Latent and Image Spaces to Connect the Unconnectable Ivan Skorokhodov Grigorii Sotnikov Mohamed Elhoseiny DiffM 58 80 0 14 Apr 2021
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction Yuhang Li Ruihao Gong Xu Tan Yang Yang Peng Hu Qi Zhang F. Yu Wei Wang Shi Gu MQ 153 444 0 10 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 65 185 0 12 Mar 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 389 27,275 0 20 Mar 2017
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 418 1,893 0 18 Aug 2016
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 442 43,875 0 01 May 2014