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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

Improved Techniques for Training Adaptive Deep Networks ICCV 2019
HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision ICCV 2019
Adversarial Robustness vs. Model Compression, or Both? ICCV 2019
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019
Zero-Shot Knowledge Distillation in Deep Networks ICML 2019
Efficient On-Device Models using Neural Projections ICML 2019
Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level AISTATS 2019
PRADO: Projection Attention Networks for Document Classification On-Device IJCNLP 2019
Adaptative Inference Cost With Convolutional Neural Mixture Models ICCV 2019
Small and Practical BERT Models for Sequence Labeling EMNLP 2019
Patient Knowledge Distillation for BERT Model Compression EMNLP 2019
PRADO: Projection Attention Networks for Document Classification On-Device EMNLP 2019
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization CVPR 2019
Network Pruning via Transformable Architecture Search NIPS 2019
On the Downstream Performance of Compressed Word Embeddings NIPS 2019
On the Efficacy of Knowledge Distillation ICCV 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NIPS 2019
Natural Language Generation for Effective Knowledge Distillation EMNLP 2019
Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019
Amalgamating Knowledge towards Comprehensive Classification AAAI 2019
Towards a Theoretical Understanding of Hashing-Based Neural Nets AISTATS 2019
Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder AAAI 2019
Transfer Fine-Tuning: A BERT Case Study IJCNLP 2019
RDPD: Rich Data Helps Poor Data via Imitation IJCAI 2019