Efficient Computing

LinnOS: Predictability on Unpredictable Flash Storage with a Light Neural Network OSDI 2020 Lite Audio-Visual Speech Enhancement Interspeech 2020 Lite Training Strategies for Portuguese-English and English-Portuguese Translation EMNLP 2020 Local Binary Pattern Networks WACV 2020 Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios WACV 2020 "Looking at the Right Stuff" - Guided Semantic-Gaze for Autonomous Driving CVPR 2020 Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation EMNLP 2020 Low-Latency Single Channel Speech Dereverberation Using U-Net Convolutional Neural Networks Interspeech 2020 Low Latency Speech Recognition Using End-to-End Prefetching Interspeech 2020 Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020 Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020 MCUNet: Tiny Deep Learning on IoT Devices NeurIPS 2020 MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020 Mesh-Guided Multi-View Stereo With Pyramid Architecture CVPR 2020 Metadata-Aware End-to-End Keyword Spotting Interspeech 2020 MFE: Towards reproducible meta-feature extraction JMLR 2020 MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers NeurIPS 2020 Mixed Precision DNNs: All you need is a good parametrization ICLR 2020 MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020 MoBiNet: A Mobile Binary Network for Image Classification WACV 2020 Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets NeurIPS 2020 Modularized Transfomer-based Ranking Framework EMNLP 2020 Modular Meta-Learning with Shrinkage NeurIPS 2020 Moniqua: Modulo Quantized Communication in Decentralized SGD ICML 2020 Movement Pruning: Adaptive Sparsity by Fine-Tuning NeurIPS 2020