Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings

4 June 2023

Papers citing "Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings"

5 / 5 papers shown

Title
Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu Khoi Duc Nguyen Preeti Mukherjee Saurabh Bagchi Somali Chaterji Yingyu Liang Yin Li LRM 46 1 0 13 Mar 2025
Adaptive Inference: Theoretical Limits and Unexplored Opportunities S. Hor Ying Qian Mert Pilanci Amin Arbabian 23 0 0 06 Feb 2024
Consistent Accelerated Inference via Confident Adaptive Transformers Tal Schuster Adam Fisch Tommi Jaakkola Regina Barzilay AI4TS 184 69 0 18 Apr 2021
Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference Systems Shohei Enomoto Takeharu Eda UQCV 46 17 0 15 Apr 2021
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 297 6,959 0 20 Apr 2018