AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model

5 March 2025

Papers citing "AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model"

21 / 21 papers shown

Title
TinySAM: Pushing the Envelope for Efficient Segment Anything Model Han Shu Wenshuo Li Yehui Tang Yiman Zhang Yihao Chen Houqiang Li Yunhe Wang Xinghao Chen VLM 86 21 0 21 Dec 2023
Follow Anything: Open-set detection, tracking, and following in real-time Alaa Maalouf Ninad Jadhav Krishna Murthy Jatavallabhula Makram Chahine Daniel M.Vogt Robert J. Wood Antonio Torralba Daniela Rus 64 25 0 10 Aug 2023
Detect Any Shadow: Segment Anything for Video Shadow Detection Yonghui Wang Wen-gang Zhou Yunyao Mao Houqiang Li VLM 67 24 0 26 May 2023
Personalize Segment Anything Model with One Shot Renrui Zhang Zhengkai Jiang Ziyu Guo Shilin Yan Junting Pan Xianzheng Ma Hao Dong Peng Gao Hongsheng Li MLLM VLM 102 219 0 04 May 2023
Towards Accurate Post-Training Quantization for Vision Transformer Yifu Ding Haotong Qin Qing-Yu Yan Z. Chai Junjie Liu Xiaolin K. Wei Xianglong Liu MQ 109 70 0 25 Mar 2023
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers Yijiang Liu Huanrui Yang Zhen Dong Kurt Keutzer Li Du Shanghang Zhang MQ 75 52 0 29 Nov 2022
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference Zhikai Li Qingyi Gu MQ 106 106 0 04 Jul 2022
QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization Xiuying Wei Ruihao Gong Yuhang Li Xianglong Liu F. Yu MQ VLM 76 177 0 11 Mar 2022
Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks Mingliang Xu Mingbao Lin Xunchao Li Ke Li Yunhang Shen Chia-Wen Lin Yongjian Wu Rongrong Ji MQ 52 25 0 08 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 179 1,460 0 07 Mar 2022
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer Yang Lin Tianyu Zhang Peiqin Sun Zheng Li Shuchang Zhou ViT MQ 72 156 0 27 Nov 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 158 4,103 0 18 Jul 2021
Post-Training Quantization for Vision Transformer Zhenhua Liu Yunhe Wang Kai Han Siwei Ma Wen Gao ViT MQ 101 343 0 27 Jun 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 138 442 0 10 Feb 2021
Up or Down? Adaptive Rounding for Post-Training Quantization Markus Nagel Rana Ali Amjad M. V. Baalen Christos Louizos Tijmen Blankevoort MQ 90 586 0 22 Apr 2020
Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks Yuhang Li Xin Dong Wei Wang MQ 64 259 0 28 Sep 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks Ruihao Gong Xianglong Liu Shenghu Jiang Tian-Hao Li Peng Hu Jiazhen Lin F. Yu Junjie Yan MQ 70 459 0 14 Aug 2019
Learned Step Size Quantization S. K. Esser J. McKinstry Deepika Bablani R. Appuswamy D. Modha MQ 75 809 0 21 Feb 2019
Quantizing deep convolutional networks for efficient inference: A whitepaper Raghuraman Krishnamoorthi MQ 141 1,021 0 21 Jun 2018
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015
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 429 43,814 0 01 May 2014