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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

Focused Quantization for Sparse CNNs NIPS 2019
Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks NIPS 2019
Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure CVPR 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs CVPR 2019
Relational Knowledge Distillation CVPR 2019
Unifying Heterogeneous Classifiers With Distillation CVPR 2019
Learning Metrics From Teachers: Compact Networks for Image Embedding CVPR 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks CVPR 2019
Structured Knowledge Distillation for Semantic Segmentation CVPR 2019
Automatic Adaptation of Object Detectors to New Domains Using Self-Training CVPR 2019
On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019
NetTailor: Tuning the Architecture, Not Just the Weights CVPR 2019
Fully Quantized Network for Object Detection CVPR 2019
Distilled Person Re-Identification: Towards a More Scalable System CVPR 2019
Knowledge Adaptation for Efficient Semantic Segmentation CVPR 2019
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019
Efficient Neural Network Compression CVPR 2019
Recurrent Stacking of Layers for Compact Neural Machine Translation Models AAAI 2019
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model EMNLP 2019
Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition AAAI 2019
Composite Binary Decomposition Networks AAAI 2019
Probability Distillation: A Caveat and Alternatives UAI 2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck IJCNLP 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification IJCNLP 2019