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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

Weighted Mutual Learning with Diversity-Driven Model Compression NIPS 2022
Parameter-Efficient Masking Networks NIPS 2022
Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction CVPR 2022
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network CVPR 2022
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ACL 2022
AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation CVPR 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation CVPR 2022
Space-Time Distillation for Video Super-Resolution CVPR 2021
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation AAAI 2021
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021
Cross-Layer Distillation with Semantic Calibration AAAI 2021
Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021
A General Class of Transfer Learning Regression without Implementation Cost AAAI 2021
Rethinking the Pruning Criteria for Convolutional Neural Network NIPS 2021
Harmonized Dense Knowledge Distillation Training for Multi-Exit Architectures AAAI 2021
The Elastic Lottery Ticket Hypothesis NIPS 2021
Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis AAAI 2021
DRONE: Data-aware Low-rank Compression for Large NLP Models NIPS 2021
Data-Free Knowledge Distillation for Image Super-Resolution CVPR 2021
Peer Collaborative Learning for Online Knowledge Distillation AAAI 2021
Step-Ahead Error Feedback for Distributed Training with Compressed Gradient AAAI 2021
Any-Precision Deep Neural Networks AAAI 2021
Shallow-UWnet: Compressed Model for Underwater Image Enhancement (Student Abstract) AAAI 2021
Tree in Tree: from Decision Trees to Decision Graphs NIPS 2021