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model efficiency

206 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) vision transformer (1106) image classification (1944) large language model (13587) neural network optimization (1293) knowledge distillation (3725) convolutional neural network (4226) attention mechanism (4001) neural architecture search (666)

Papers

Mobile-Former: Bridging MobileNet and Transformer CVPR 2022
MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens CVPR 2022
Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022
Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition CVPR 2022
CMT: Convolutional Neural Networks Meet Vision Transformers CVPR 2022
Model Compression by Iterative Pruning with Knowledge Distillation and Its Application to Speech Enhancement INTERSPEECH 2022
Hierarchical Transformers Are More Efficient Language Models NAACL 2022
Broadcasted Residual Learning for Efficient Keyword Spotting INTERSPEECH 2021
How to Train BERT with an Academic Budget EMNLP 2021
iNAS: Integral NAS for Device-Aware Salient Object Detection ICCV 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NIPS 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering EMNLP 2021
Training data-efficient image transformers & distillation through attention ICML 2021
TranslateLocally: Blazing-fast translation running on the local CPU EMNLP 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021
Faster Depth-Adaptive Transformers AAAI 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences ACL 2021
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks NIPS 2021
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators CVPR 2021
Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021
Generative Adversarial Neural Architecture Search IJCAI 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021
Fourier Space Losses for Efficient Perceptual Image Super-Resolution ICCV 2021