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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

Binary Graph Neural Networks CVPR 2021
Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021
Manifold Regularized Dynamic Network Pruning CVPR 2021
Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021
Effective Sparsification of Neural Networks With Global Sparsity Constraint CVPR 2021
Convolutional Neural Network Pruning With Structural Redundancy Reduction CVPR 2021
Network Pruning via Performance Maximization CVPR 2021
Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner CVPR 2021
Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure CVPR 2021
Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution CVPR 2021
CDFI: Compression-Driven Network Design for Frame Interpolation CVPR 2021
Zero-Shot Adversarial Quantization CVPR 2021
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021
QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks CVPR 2021
Dynamic Slimmable Network CVPR 2021
Bi-GCN: Binary Graph Convolutional Network CVPR 2021
Towards Compact Single Image Super-Resolution via Contrastive Self-distillation IJCAI 2021
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation IJCAI 2021
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression IJCAI 2021
Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021
CTC-based Compression for Direct Speech Translation EACL 2021
Distance-Aware Quantization ICCV 2021
The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings EACL 2021
Dynamic Dual Gating Neural Networks ICCV 2021
Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift ICCV 2021