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model compression

3283 papers

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MC

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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

Evaluation-Oriented Knowledge Distillation for Deep Face Recognition CVPR 2022
Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022
Online Convolutional Re-Parameterization CVPR 2022
Slimmable Domain Adaptation CVPR 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation CVPR 2022
Proper Reuse of Image Classification Features Improves Object Detection CVPR 2022
PCA-Based Knowledge Distillation Towards Lightweight and Content-Style Balanced Photorealistic Style Transfer Models CVPR 2022
Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022
Compressing Models With Few Samples: Mimicking Then Replacing CVPR 2022
Knowledge Distillation With the Reused Teacher Classifier CVPR 2022
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks ICML 2022
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation ICML 2022
Winning the Lottery Ahead of Time: Efficient Early Network Pruning ICML 2022
TSPipe: Learn from Teacher Faster with Pipelines ICML 2022
Multicoated Supermasks Enhance Hidden Networks ICML 2022
Spatial-Channel Token Distillation for Vision MLPs ICML 2022
An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching AACL 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits AACL 2022
Optimal channel selection with discrete QCQP AISTATS 2022
Masked Training of Neural Networks with Partial Gradients AISTATS 2022
Extractive Knowledge Distillation WACV 2022
Multi-View Attention Transfer for Efficient Speech Enhancement INTERSPEECH 2022
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models INTERSPEECH 2022