← Keywords

model compression

3283 papers

Explore in graph

Also known as

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

Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020
PyDL8.5: a Library for Learning Optimal Decision Trees IJCAI 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks ICML 2020
DFQF: Data Free Quantization-aware Fine-tuning ACML 2020
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning ACML 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers NIPS 2020
Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NIPS 2020
Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot NIPS 2020
Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation CVPR 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020
Collaborative Distillation for Ultra-Resolution Universal Style Transfer CVPR 2020
Binarizing MobileNet via Evolution-Based Searching CVPR 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020
ZeroQ: A Novel Zero Shot Quantization Framework CVPR 2020
Structured Multi-Hashing for Model Compression CVPR 2020
The Knowledge Within: Methods for Data-Free Model Compression CVPR 2020
AdaBits: Neural Network Quantization With Adaptive Bit-Widths CVPR 2020
Search to Distill: Pearls Are Everywhere but Not the Eyes CVPR 2020
BiDet: An Efficient Binarized Object Detector CVPR 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning EMNLP 2020
Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition EMNLP 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020
Towards Certificated Model Robustness Against Weight Perturbations AAAI 2020