conftrace_

parameter efficiency

417 papers

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Co-occurring keywords

model compression (3302) transfer learning (5449) convolutional neural network (4226) large language model (13587) mixture of expert (640) knowledge distillation (3725) neural network (6616) language model (4599) neural network optimization (1293) efficient computing (781)

Papers

MergeNAS: Merge Operations into One for Differentiable Architecture Search IJCAI 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ACL 2020
schuBERT: Optimizing Elements of BERT ACL 2020
RNN Architecture Learning with Sparse Regularization IJCNLP 2019
Recurrent Neural Network for Text Classification with Hierarchical Multiscale Dense Connections IJCAI 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019
Efficient Multi-Domain Learning by Covariance Normalization CVPR 2019
A Time Delay Neural Network with Shared Weight Self-Attention for Small-Footprint Keyword Spotting INTERSPEECH 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019
Small and Practical BERT Models for Sequence Labeling EMNLP 2019
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation EMNLP 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks CVPR 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs CVPR 2019
Super Sparse Convolutional Neural Networks AAAI 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition ICCV 2019
RNN Architecture Learning with Sparse Regularization EMNLP 2019
Parameter-Efficient Transfer Learning for NLP ICML 2019
Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation INTERSPEECH 2019
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019
Large Memory Layers with Product Keys NIPS 2019
Training CNNs with Selective Allocation of Channels ICML 2019
Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018
Analyzing Filters Toward Efficient ConvNet CVPR 2018
Smaller Text Classifiers with Discriminative Cluster Embeddings NAACL 2018