Dynamically pruning segformer for efficient semantic segmentation

18 November 2021

Papers citing "Dynamically pruning segformer for efficient semantic segmentation"

10 / 10 papers shown

Title
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation Beomseok Kang Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 24 0 0 14 Apr 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 36 0 0 08 Jan 2025
HyperspectralViTs: General Hyperspectral Models for On-board Remote Sensing Vít Růžička Andrew Markham 13 0 0 22 Oct 2024
Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression Jonas Schmitt Ruiping Liu Junwei Zheng Jiaming Zhang Rainer Stiefelhagen VLM 28 0 0 06 Aug 2024
Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation Daniel Kienzle Marco Kantonis Robin Schon Rainer Lienhart 35 2 0 23 May 2024
WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks Shaowu Chen Weize Sun Lei Huang 6 10 0 16 Feb 2023
Class Based Thresholding in Early Exit Semantic Segmentation Networks Alperen Görmez Erdem Koyuncu 23 5 0 27 Oct 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Jiaming Zhang Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 41 36 0 27 Feb 2022
BinaryBERT: Pushing the Limit of BERT Quantization Haoli Bai Wei Zhang Lu Hou Lifeng Shang Jing Jin Xin Jiang Qun Liu Michael Lyu Irwin King MQ 142 221 0 31 Dec 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 205 344 0 22 Jan 2020