← Core AI
Artificial Intelligence › Core AI ›

Efficient Computing

596 directly classified papers

Papers per year

Papers

Block-Skim: Efficient Question Answering for Transformer AAAI 2022
Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022
Token Dropping for Efficient BERT Pretraining ACL 2022
Attention Mechanism with Energy-Friendly Operations ACL 2022
Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022
A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model AACL 2022
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks ICML 2022
zIO: Accelerating IO-Intensive Applications with Transparent Zero-Copy IO OSDI 2022
A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022
Sparsifying Transformer Models with Trainable Representation Pooling ACL 2022
PredStereo: An Accurate Real-Time Stereo Vision System WACV 2022
Token and Head Adaptive Transformers for Efficient Natural Language Processing COLING 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models COLING 2022
Modeling Context With Linear Attention for Scalable Document-Level Translation EMNLP 2022
Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks EMNLP 2022
Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 EMNLP 2022
Distribution Consistent Neural Architecture Search CVPR 2022
Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022