adaptive inference

Post-hoc estimators for learning to defer to an expert NeurIPS 2022 ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022 SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles CVPR 2022 AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition ICCV 2021 Empowering Adaptive Early-Exit Inference with Latency Awareness AAAI 2021 Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition NeurIPS 2021 Online Multi-Armed Bandits with Adaptive Inference NeurIPS 2021 FastBERT: a Self-distilling BERT with Adaptive Inference Time ACL 2020 Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification NeurIPS 2020 Partial Weight Adaptation for Robust DNN Inference CVPR 2020 Resolution Adaptive Networks for Efficient Inference CVPR 2020 Adaptative Inference Cost With Convolutional Neural Mixture Models ICCV 2019 Improved Techniques for Training Adaptive Deep Networks ICCV 2019 Slimmable Neural Networks ICLR 2019 Adaptive Belief Propagation ICML 2015 Implementable confidence sets in high dimensional regression AISTATS 2015 Adaptive Exact Inference in Graphical Models JMLR 2011 Efficient Bayesian Inference for Dynamically Changing Graphs NeurIPS 2007