Efficient Computing

Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition Interspeech 2020 Stacked 1D Convolutional Networks for End-to-End Small Footprint Voice Trigger Detection Interspeech 2020 State Sequence Pooling Training of Acoustic Models for Keyword Spotting Interspeech 2020 StegaStamp: Invisible Hyperlinks in Physical Photographs CVPR 2020 Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well ICLR 2020 Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning NeurIPS 2020 Streaming Keyword Spotting on Mobile Devices Interspeech 2020 Structured Compression by Weight Encryption for Unstructured Pruning and Quantization CVPR 2020 Structured Convolutions for Efficient Neural Network Design NeurIPS 2020 Stylization-Based Architecture for Fast Deep Exemplar Colorization CVPR 2020 Surfboard: Audio Feature Extraction for Modern Machine Learning Interspeech 2020 Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis NeurIPS 2020 TEINet: Towards an Efficient Architecture for Video Recognition AAAI 2020 Template-Based Automatic Search of Compact Semantic Segmentation Architectures WACV 2020 TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP 2020 The CacheLib Caching Engine: Design and Experiences at Scale OSDI 2020 The Error-Feedback framework: SGD with Delayed Gradients JMLR 2020 The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020 The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020 Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale OSDI 2020 ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020 Time-aware Large Kernel Convolutions ICML 2020 TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids Interspeech 2020 TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Learning NeurIPS 2020 Tiny Word Embeddings Using Globally Informed Reconstruction COLING 2020