Revisiting Token Pruning for Object Detection and Instance Segmentation

Revisiting Token Pruning for Object Detection and Instance Segmentation

12 June 2023

Nico Messikommer

Davide Scaramuzza

Papers citing "Revisiting Token Pruning for Object Detection and Instance Segmentation"

14 / 14 papers shown

Title
B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning Nikolaos Kaparinos Vasileios Mezaris CVBM 55 0 0 28 Jan 2025
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks Yifei Liu Zhihang Zhong Yifan Zhan Sheng Xu Xiao Sun 3DGS 58 3 0 29 Dec 2024
Principles of Visual Tokens for Efficient Video Understanding Xinyue Hao Gen Li Shreyank N. Gowda Robert B Fisher Jonathan Huang Anurag Arnab Laura Sevilla-Lara 98 0 0 20 Nov 2024
Efficient Partitioning Vision Transformer on Edge Devices for Distributed Inference Xiang Liu Yijun Song Xia Li Yifei Sun Huiying Lan Zemin Liu Linshan Jiang Jialin Li 19 1 0 15 Oct 2024
Token Pruning using a Lightweight Background Aware Vision Transformer Sudhakar Sah Ravish Kumar Honnesh Rohmetra Ehsan Saboori ViT 26 1 0 12 Oct 2024
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 45 24 0 15 Mar 2023
Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks Yongming Rao Zuyan Liu Wenliang Zhao Jie Zhou Jiwen Lu ViT 44 36 0 04 Jul 2022
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 319 1,525 0 27 Feb 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 316 3,633 0 24 Feb 2021
I-BERT: Integer-only BERT Quantization Sehoon Kim A. Gholami Z. Yao Michael W. Mahoney Kurt Keutzer MQ 107 344 0 05 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,434 0 04 Jan 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 288 2,023 0 28 Jul 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 252 580 0 12 Mar 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT Sheng Shen Zhen Dong Jiayu Ye Linjian Ma Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer MQ 236 576 0 12 Sep 2019