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computational efficiency

362 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) neural network optimization (1293) convolutional neural network (4226) neural network (6616) attention mechanism (4001) vision transformer (1106) transformer architecture (1560) model architecture (324)

Papers

SMART Frame Selection for Action Recognition AAAI 2021
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021
Reservoir Transformers ACL 2021
Efficient Folded Attention for Medical Image Reconstruction and Segmentation AAAI 2021
slimIPL: Language-Model-Free Iterative Pseudo-Labeling INTERSPEECH 2021
Approximate Data Deletion from Machine Learning Models AISTATS 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints IJCNLP 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding IJCNLP 2021
PGT: A Progressive Method for Training Models on Long Videos CVPR 2021
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021
GhostBERT: Generate More Features with Cheap Operations for BERT IJCNLP 2021
Video Action Recognition with Neural Architecture Search ACML 2021
BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining NIPS 2021
RDI-Net: Relational Dynamic Inference Networks ICCV 2021
Consistent Accelerated Inference via Confident Adaptive Transformers EMNLP 2021
A Unified Encoding of Structures in Transition Systems EMNLP 2021
Skim-Attention: Learning to Focus via Document Layout EMNLP 2021
Efficient Explanations from Empirical Explainers EMNLP 2021
Skip-Convolutions for Efficient Video Processing CVPR 2021
Fast and Accurate Model Scaling CVPR 2021
How to Train BERT with an Academic Budget EMNLP 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ACL 2021
A Tale of Two Efficient and Informative Negative Sampling Distributions ICML 2021
Distribution Adaptive INT8 Quantization for Training CNNs AAAI 2021
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings NIPS 2021