Towards Inference Efficient Deep Ensemble Learning

Towards Inference Efficient Deep Ensemble Learning

29 January 2023

Yifan Yang

Yuqing Yang

Dongsheng Li

Papers citing "Towards Inference Efficient Deep Ensemble Learning"

9 / 9 papers shown

Title
Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models Yoojin Jung Byung Cheol Song AAML VLM MQ 34 0 0 07 Apr 2025
R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts Zhongyang Li Ziyue Li Tianyi Zhou MoE 44 0 0 27 Feb 2025
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems Rafiullah Omar Justus Bogner H. Muccini Patricia Lago Silverio Martínez-Fernández Xavier Franch 19 1 0 03 Jul 2024
Green AI in Action: Strategic Model Selection for Ensembles in Production Nienke Nijkamp June Sallou Niels van der Heijden Luís Cruz 23 1 0 21 May 2024
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling Ziyue Li Yuchen Fang You Li Kan Ren Yansen Wang Xufang Luo Juanyong Duan Congrui Huang Dongsheng Li Lili Qiu 10 6 0 02 Jul 2023
MUBen: Benchmarking the Uncertainty of Molecular Representation Models Yinghao Li Lingkai Kong Yuanqi Du Yue Yu Yuchen Zhuang Wenhao Mu Chao Zhang 22 9 0 14 Jun 2023
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble Zhengyu Yang Kan Ren Xufang Luo Minghuan Liu Weiqing Liu Jiang Bian Weinan Zhang Dongsheng Li 25 19 0 19 May 2022
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 124 669 0 24 Jan 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016