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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

BRP-NAS: Prediction-based NAS using GCNs NIPS 2020
Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning NIPS 2020
Self-Supervised Generative Adversarial Compression NIPS 2020
Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point NIPS 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding NIPS 2020
Task-Oriented Feature Distillation NIPS 2020
Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough NIPS 2020
WoodFisher: Efficient Second-Order Approximation for Neural Network Compression NIPS 2020
Neuron-level Structured Pruning using Polarization Regularizer NIPS 2020
DynaBERT: Dynamic BERT with Adaptive Width and Depth NIPS 2020
Structured Convolutions for Efficient Neural Network Design NIPS 2020
Pruning neural networks without any data by iteratively conserving synaptic flow NIPS 2020
Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NIPS 2020
FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training NIPS 2020
Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge NIPS 2020
Calibrating CNNs for Lifelong Learning NIPS 2020
Sparse Weight Activation Training NIPS 2020
Pruning Filter in Filter NIPS 2020
Heterogeneous Knowledge Distillation Using Information Flow Modeling CVPR 2020
Multi-Dimensional Pruning: A Unified Framework for Model Compression CVPR 2020
HRank: Filter Pruning Using High-Rank Feature Map CVPR 2020
Structured Compression by Weight Encryption for Unstructured Pruning and Quantization CVPR 2020
GhostNet: More Features From Cheap Operations CVPR 2020
Discrete Model Compression With Resource Constraint for Deep Neural Networks CVPR 2020
Forward and Backward Information Retention for Accurate Binary Neural Networks CVPR 2020