Efficient Computing

How far can we get with one GPU in 100 hours? CoAStaL at MultiIndicMT Shared Task ACL 2021 How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding EMNLP 2021 How to Train BERT with an Academic Budget EMNLP 2021 HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021 HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing EACL 2021 HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark ICLR 2021 Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021 Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021 IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction SemEval 2021 IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NeurIPS 2021 I-BERT: Integer-only BERT Quantization ICML 2021 iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder NeurIPS 2021 IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages ACL 2021 Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter CVPR 2021 Importance-based Neuron Allocation for Multilingual Neural Machine Translation ACL 2021 Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution CVPR 2021 Improving approximate optimal transport distances using quantization UAI 2021 Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings NeurIPS 2021 Improving Low-Precision Network Quantization via Bin Regularization ICCV 2021 Improving Panoptic Segmentation at All Scales CVPR 2021 Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings EMNLP 2021 Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021 iNAS: Integral NAS for Device-Aware Salient Object Detection ICCV 2021 Incorporating Queueing Dynamics into Schedule-Driven Traffic Control IJCAI 2021 In-Database Regression in Input Sparsity Time ICML 2021