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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

Paraphrasing Complex Network: Network Compression via Factor Transfer NIPS 2018
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions NIPS 2018
Discrimination-aware Channel Pruning for Deep Neural Networks NIPS 2018
Moonshine: Distilling with Cheap Convolutions NIPS 2018
Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution NIPS 2018
Bayesian Compression for Natural Language Processing EMNLP 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018
KDGAN: Knowledge Distillation with Generative Adversarial Networks NIPS 2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network NIPS 2018
Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018
Learning Compact Recurrent Neural Networks With Block-Term Tensor Decomposition CVPR 2018
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018
NestedNet: Learning Nested Sparse Structures in Deep Neural Networks CVPR 2018
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation CVPR 2018
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018
Analyzing Filters Toward Efficient ConvNet CVPR 2018
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018
Recurrent Residual Module for Fast Inference in Videos CVPR 2018
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR 2018
Mobile Video Object Detection With Temporally-Aware Feature Maps CVPR 2018
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018
OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU ACL 2018
Distilling Knowledge for Search-based Structured Prediction ACL 2018
Verifiable Reinforcement Learning via Policy Extraction NIPS 2018