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adaptive inference

39 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) early exit (79) efficient inference (233) spatial redundancy (14) neural network (6616) image classification (1944) graphical model (864) inference optimization (219) model efficiency (206)

Papers

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