Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead

19 May 2021

Arian Bakhtiarnia

Papers citing "Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead"

20 / 20 papers shown

Title
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao W. Xu Shibiao Xu ViT 36 0 0 06 May 2025
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving Avinash Kumar Shashank Nag Jason Clemons L. John Poulami Das 19 0 0 14 Apr 2025
You Only Look Once at Anytime (AnytimeYOLO): Analysis and Optimization of Early-Exits for Object-Detection Daniel Kuhse Harun Teper Sebastian Buschjäger Chien-Yao Wang Jian-Jia Chen AAML 31 0 0 21 Mar 2025
Efficient Transformer Encoders for Mask2Former-style models Manyi Yao Abhishek Aich Yumin Suh Amit Roy-Chowdhury Christian Shelton Manmohan Chandraker 28 0 0 23 Apr 2024
Efficient Online Processing with Deep Neural Networks Lukas Hedegaard 11 0 0 23 Jun 2023
Graph Self-Supervised Learning for Endoscopic Image Matching Manel Farhat A. Ben-Hamadou SSL 13 1 0 19 Jun 2023
On Optimal Caching and Model Multiplexing for Large Model Inference Banghua Zhu Ying Sheng Lianmin Zheng Clark W. Barrett Michael I. Jordan Jiantao Jiao 10 17 0 03 Jun 2023
Life Regression based Patch Slimming for Vision Transformers Jiawei Chen Lin Chen Jianguo Yang Tianqi Shi Lechao Cheng Zunlei Feng Min-Gyoo Song ViT 17 4 0 11 Apr 2023
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis VLM DiffM 18 3 0 30 Jan 2023
GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer Miao Yin Burak Uzkent Yilin Shen Hongxia Jin Bo Yuan ViT 6 10 0 13 Jan 2023
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing Nana Li Alexandros Iosifidis Qi Zhang 8 3 0 24 Oct 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 6 8 0 26 Jul 2022
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications Arian Bakhtiarnia Błażej Leporowski Lukas Esterle Alexandros Iosifidis 11 3 0 20 Jul 2022
Multi-Tailed Vision Transformer for Efficient Inference Yunke Wang Bo Du Wenyuan Wang Chang Xu ViT 193 5 0 03 Mar 2022
Generalised Image Outpainting with U-Transformer Penglei Gao Xi Yang Rui Zhang John Y. Goulermas Yujie Geng Yuyao Yan Kaizhu Huang ViT 9 15 0 27 Jan 2022
Continual Transformers: Redundancy-Free Attention for Online Inference Lukas Hedegaard Arian Bakhtiarnia Alexandros Iosifidis CLL 6 8 0 17 Jan 2022
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 90 80 0 12 Jul 2021
Multi-Exit Vision Transformer for Dynamic Inference Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 20 20 0 29 Jun 2021
Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 28 12 0 21 Apr 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 216 2,404 0 04 Jan 2021