ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers

14 June 2024

Papers citing "ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers"

6 / 6 papers shown

Title
Your ViT is Secretly an Image Segmentation Model Tommie Kerssies Niccolò Cavagnero Alexander Hermans Narges Norouzi Giuseppe Averta Bastian Leibe Gijs Dubbelman Daan de Geus ViT VLM 53 1 0 24 Mar 2025
AiluRus: A Scalable ViT Framework for Dense Prediction Jin Li Yaoming Wang Xiaopeng Zhang Bowen Shi Dongsheng Jiang Chenglin Li Wenrui Dai Hongkai Xiong Qi Tian 48 4 0 02 Nov 2023
Making Vision Transformers Efficient from A Token Sparsification View Shuning Chang Pichao Wang Ming Lin Fan Wang David Junhao Zhang Rong Jin Mike Zheng Shou ViT 40 23 0 15 Mar 2023
Transformer Scale Gate for Semantic Segmentation Hengcan Shi Munawar Hayat Jianfei Cai ViT 17 22 0 14 May 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 175 494 0 22 Feb 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014