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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

Cost-effective Distillation of Large Language Models ACL 2023
Distilling Reasoning Capabilities into Smaller Language Models ACL 2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ACL 2023
Teacher and Student Models of Offensive Language in Social Media ACL 2023
Plug-and-Play Document Modules for Pre-trained Models ACL 2023
GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining ACL 2023
Exploring Transformers as Compact, Data-efficient Language Models CONLL 2023
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models INTERSPEECH 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization INTERSPEECH 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding INTERSPEECH 2023
Application of Knowledge Distillation to Multi-Task Speech Representation Learning INTERSPEECH 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models OSDI 2023
Knowledge Distillation on Joint Task End-to-End Speech Translation INTERSPEECH 2023
Resilient Binary Neural Network AAAI 2023
A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ACL 2023
QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection ICCV 2023
Exploring Incompatible Knowledge Transfer in Few-Shot Image Generation CVPR 2023
Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023
Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection CVPR 2023
SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy CVPR 2023
Efficient RGB-T Tracking via Cross-Modality Distillation CVPR 2023