Efficient Computing

Selection via Proxy: Efficient Data Selection for Deep Learning ICLR 2020 Self-Attention Encoding and Pooling for Speaker Recognition Interspeech 2020 Self-Supervised Generative Adversarial Compression NeurIPS 2020 SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning Interspeech 2020 Serving DNNs like Clockwork: Performance Predictability from the Bottom Up OSDI 2020 ShiftAddNet: A Hardware-Inspired Deep Network NeurIPS 2020 Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks ICLR 2020 SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation EMNLP 2020 SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder WACV 2020 Sketching Transformed Matrices with Applications to Natural Language Processing AISTATS 2020 Slice-Aware Neural Ranking EMNLP 2020 Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution Interspeech 2020 Smart Tube: A Biofeedback System for Vocal Training and Therapy Through Tube Phonation Interspeech 2020 SMYRF - Efficient Attention using Asymmetric Clustering NeurIPS 2020 Soft Threshold Ternary Networks IJCAI 2020 SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification CVPR 2020 Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models AAAI 2020 Sparse Mixture of Local Experts for Efficient Speech Enhancement Interspeech 2020 Sparse Projection Oblique Randomer Forests JMLR 2020 Sparse Weight Activation Training NeurIPS 2020 Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error IJCAI 2020 Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection AAAI 2020 Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution IJCAI 2020 SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking AAAI 2020 SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020