Early Exiting with Ensemble Internal Classifiers

Early Exiting with Ensemble Internal Classifiers

28 May 2021

Tianxiang Sun

Xiangyang Liu

Xuanjing Huang

Xipeng Qiu

Papers citing "Early Exiting with Ensemble Internal Classifiers"

16 / 16 papers shown

Title
BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts Divya J. Bajpai M. Hanawal 85 0 0 02 Feb 2025
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 65 2 0 26 Mar 2024
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits Simone Sarti Eugenio Lomurno Matteo Matteucci 27 4 0 28 Jan 2023
Understanding the Robustness of Multi-Exit Models under Common Corruptions Akshay Mehra Skyler Seto Navdeep Jaitly B. Theobald AAML 32 3 0 03 Dec 2022
Avoid Overthinking in Self-Supervised Models for Speech Recognition Dan Berrebbi Brian Yan Shinji Watanabe LRM 31 4 0 01 Nov 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation Tianxiang Sun Xiangyang Liu Wei-wei Zhu Zhichao Geng Lingling Wu Yilong He Yuan Ni Guotong Xie Xuanjing Huang Xipeng Qiu 50 40 0 03 Mar 2022
A Survey on Model Compression and Acceleration for Pretrained Language Models Canwen Xu Julian McAuley 33 58 0 15 Feb 2022
A Survey on Dynamic Neural Networks for Natural Language Processing Canwen Xu Julian McAuley AI4CE 35 28 0 15 Feb 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline Xiangyang Liu Tianxiang Sun Junliang He Jiawen Wu Lingling Wu Xinyu Zhang Hao Jiang Bo Zhao Xuanjing Huang Xipeng Qiu ELM 28 46 0 13 Oct 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 58 1,093 0 08 Jun 2021
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade Lei Li Yankai Lin Deli Chen Shuhuai Ren Peng Li Jie Zhou Xu Sun 34 51 0 29 Dec 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 248 1,456 0 18 Mar 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 234 198 0 07 Feb 2020
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 226 166 0 18 Oct 2019
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 236 508 0 12 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 309 7,005 0 20 Apr 2018