model efficiency

Tuformer: Data-driven Design of Transformers for Improved Generalization or Efficiency ICLR 2022 Broadcasted Residual Learning for Efficient Keyword Spotting Interspeech 2021 Dynamic Domain Adaptation for Efficient Inference CVPR 2021 Faster Depth-Adaptive Transformers AAAI 2021 Fourier Space Losses for Efficient Perceptual Image Super-Resolution ICCV 2021 Generative Adversarial Neural Architecture Search IJCAI 2021 Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NeurIPS 2021 Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021 How to Train BERT with an Academic Budget EMNLP 2021 H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences ACL 2021 HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark ICLR 2021 Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021 iNAS: Integral NAS for Device-Aware Salient Object Detection ICCV 2021 MobileDets: Searching for Object Detection Architectures for Mobile Accelerators CVPR 2021 Multidomain Pretrained Language Models for Green NLP EACL 2021 Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization ICCV 2021 Training data-efficient image transformers & distillation through attention ICML 2021 TranslateLocally: Blazing-fast translation running on the local CPU EMNLP 2021 ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021 Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering EMNLP 2021 Zero Time Waste: Recycling Predictions in Early Exit Neural Networks NeurIPS 2021 Accuracy Booster: Performance Boosting using Feature Map Re-calibration WACV 2020 AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020 Channel Pruning via Automatic Structure Search IJCAI 2020 Designing Network Design Spaces CVPR 2020