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model compression

3302 papers

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MC

Co-occurring keywords

knowledge distillation (3725) large language model (13587) neural network (6616) efficient computing (781) neural network optimization (1293) transfer learning (5449) convolutional neural network (4226) neural network pruning (265) language model (4599) parameter efficiency (417)

Papers

A Lightweight Framework for Online Voice Activity Detection in the Wild INTERSPEECH 2021
On the effects of quantisation on model uncertainty in Bayesian neural networks UAI 2021
On the Transformer Growth for Progressive BERT Training NAACL 2021
Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting INTERSPEECH 2021
Diversifying Sample Generation for Accurate Data-Free Quantization CVPR 2021
Layer Pruning on Demand with Intermediate CTC INTERSPEECH 2021
Global explanations with decision rules: a co-learning approach UAI 2021
Double-Win Quant: Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference ICML 2021
Efficient Lottery Ticket Finding: Less Data is More ICML 2021
Rethinking Network Pruning – under the Pre-train and Fine-tune Paradigm NAACL 2021
Distribution-Aware Adaptive Multi-Bit Quantization CVPR 2021
Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021
GhostBERT: Generate More Features with Cheap Operations for BERT ACL 2021
Selective Knowledge Distillation for Neural Machine Translation ACL 2021
Distilling Knowledge via Knowledge Review CVPR 2021
ReDet: A Rotation-Equivariant Detector for Aerial Object Detection CVPR 2021
1-bit Adam: Communication Efficient Large-Scale Training with Adam’s Convergence Speed ICML 2021
General Instance Distillation for Object Detection CVPR 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets ICML 2021
On the Predictability of Pruning Across Scales ICML 2021
Dirichlet Pruning for Convolutional Neural Networks AISTATS 2021
A Probabilistic Approach to Neural Network Pruning ICML 2021
Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization IJCAI 2021
Teacher Guided Neural Architecture Search for Face Recognition AAAI 2021
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks AAAI 2021