efficient computing

Forward and Backward Information Retention for Accurate Binary Neural Networks CVPR 2020 FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training NeurIPS 2020 Frequency Domain Compact 3D Convolutional Neural Networks CVPR 2020 GhostNet: More Features From Cheap Operations CVPR 2020 Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification NeurIPS 2020 HAT: Hardware-Aware Transformers for Efficient Natural Language Processing ACL 2020 High Performance Depthwise and Pointwise Convolutions on Mobile Devices AAAI 2020 High Performance Natural Language Processing EMNLP 2020 Hypersolvers: Toward Fast Continuous-Depth Models NeurIPS 2020 InstaNAS: Instance-Aware Neural Architecture Search AAAI 2020 Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios WACV 2020 Minimizing FLOPs to Learn Efficient Sparse Representations ICLR 2020 MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020 MUXConv: Information Multiplexing in Convolutional Neural Networks CVPR 2020 Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020 Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020 Neural Architecture Search on Acoustic Scene Classification Interspeech 2020 QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware WACV 2020 Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020 Resource-Adaptive Deep Learning for Visual Speech Recognition Interspeech 2020 schuBERT: Optimizing Elements of BERT ACL 2020 SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel CVPR 2020 Self-Attention Encoding and Pooling for Speaker Recognition Interspeech 2020 ShiftAddNet: A Hardware-Inspired Deep Network NeurIPS 2020 SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder WACV 2020