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model compression

3283 papers

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MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020
Efficient and High-Quality Neural Machine Translation with OpenNMT ACL 2020
Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task ACL 2020
Sparse Mixture of Local Experts for Efficient Speech Enhancement INTERSPEECH 2020
Word Embedding Binarization with Semantic Information Preservation COLING 2020
Fast Sparse ConvNets CVPR 2020
Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020
Filter Grafting for Deep Neural Networks CVPR 2020
Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition CVPR 2020
Distilling Knowledge From Graph Convolutional Networks CVPR 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020
Adaptive Loss-Aware Quantization for Multi-Bit Networks CVPR 2020
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer CVPR 2020
Partial Weight Adaptation for Robust DNN Inference CVPR 2020
DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020
Rethinking Differentiable Search for Mixed-Precision Neural Networks CVPR 2020
Dual Super-Resolution Learning for Semantic Segmentation CVPR 2020
Revisiting Knowledge Distillation via Label Smoothing Regularization CVPR 2020
Neural Network Pruning With Residual-Connections and Limited-Data CVPR 2020
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks CVPR 2020
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach CVPR 2020
AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020
X3D: Expanding Architectures for Efficient Video Recognition CVPR 2020
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection CVPR 2020
Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation CVPR 2020