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model compression

3302 papers

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MC

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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

Knowledge Distillation from A Stronger Teacher NIPS 2022
Rethinking Resolution in the Context of Efficient Video Recognition NIPS 2022
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NIPS 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022
Bridging Fairness and Environmental Sustainability in Natural Language Processing EMNLP 2022
Unsupervised Tokenization Learning EMNLP 2022
PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022
It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher CVPR 2022
Patch Slimming for Efficient Vision Transformers CVPR 2022
Decoupled Knowledge Distillation CVPR 2022
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning CVPR 2022
MiniViT: Compressing Vision Transformers With Weight Multiplexing CVPR 2022
CHEX: CHannel EXploration for CNN Model Compression CVPR 2022
Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022
Co-Advise: Cross Inductive Bias Distillation CVPR 2022
Knowledge Distillation via the Target-Aware Transformer CVPR 2022
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space CVPR 2022
Channel Balancing for Accurate Quantization of Winograd Convolutions CVPR 2022
Model Compression Using Optimal Transport WACV 2022
Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution WACV 2022
Efficient Knowledge Distillation from Model Checkpoints NIPS 2022
Spartan: Differentiable Sparsity via Regularized Transportation NIPS 2022
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons NIPS 2022
Leveraging Inter-Layer Dependency for Post -Training Quantization NIPS 2022