parameter efficiency

Monolingual Adapters for Zero-Shot Neural Machine Translation EMNLP 2020 Multi-Unit Transformers for Neural Machine Translation EMNLP 2020 Rigging the Lottery: Making All Tickets Winners ICML 2020 schuBERT: Optimizing Elements of BERT ACL 2020 Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution Interspeech 2020 Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution IJCAI 2020 Sub-Band Knowledge Distillation Framework for Speech Enhancement Interspeech 2020 Sum-Product Networks for Robust Automatic Speaker Identification Interspeech 2020 T-Basis: a Compact Representation for Neural Networks ICML 2020 Template-Based Automatic Search of Compact Semantic Segmentation Architectures WACV 2020 XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ACL 2020 A Time Delay Neural Network with Shared Weight Self-Attention for Small-Footprint Keyword Spotting Interspeech 2019 Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation EMNLP 2019 Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019 Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks ICLR 2019 Efficient Multi-Domain Learning by Covariance Normalization CVPR 2019 Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution ICLR 2019 Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019 Grouped Spatial-Temporal Aggregation for Efficient Action Recognition ICCV 2019 HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs CVPR 2019 Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation Interspeech 2019 K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning ICLR 2019 Large Memory Layers with Product Keys NeurIPS 2019 Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019 LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks CVPR 2019