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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

Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022
A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022
Hessian-Aware Pruning and Optimal Neural Implant WACV 2022
Non-Uniform Adversarially Robust Pruning AUTOML 2022
i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022
An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022
Real-Time Portrait Stylization on the Edge IJCAI 2022
Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models EMNLP 2022
Redistribution of Weights and Activations for AdderNet Quantization NIPS 2022
Model Preserving Compression for Neural Networks NIPS 2022
Pruning’s Effect on Generalization Through the Lens of Training and Regularization NIPS 2022
Functional Ensemble Distillation NIPS 2022
Pruning has a disparate impact on model accuracy NIPS 2022
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient NIPS 2022
Resource-Adaptive Federated Learning with All-In-One Neural Composition NIPS 2022
Mixture-of-Experts with Expert Choice Routing NIPS 2022
Towards Disentangling Information Paths with Coded ResNeXt NIPS 2022
EcoFormer: Energy-Saving Attention with Linear Complexity NIPS 2022
Hilbert Distillation for Cross-Dimensionality Networks NIPS 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution NIPS 2022
Wavelet Feature Maps Compression for Image-to-Image CNNs NIPS 2022
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NIPS 2022
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction NIPS 2022
GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale NIPS 2022
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm NIPS 2022