model compression

MISRNet: Lightweight Neural Vocoder Using Multi-Input Single Shared Residual Blocks Interspeech 2022 Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022 Mixture-of-Experts with Expert Choice Routing NeurIPS 2022 MockingBERT: A Method for Retroactively Adding Resilience to NLP Models COLING 2022 Model Compression by Iterative Pruning with Knowledge Distillation and Its Application to Speech Enhancement Interspeech 2022 Model Compression Using Optimal Transport WACV 2022 Model Preserving Compression for Neural Networks NeurIPS 2022 Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022 MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022 MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022 Monarch: Expressive Structured Matrices for Efficient and Accurate Training ICML 2022 MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter AAAI 2022 Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error CVPR 2022 Multicoated Supermasks Enhance Hidden Networks ICML 2022 Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution WACV 2022 Multi-Granularity Structural Knowledge Distillation for Language Model Compression ACL 2022 Multi-Knowledge Aggregation and Transfer for Semantic Segmentation AAAI 2022 MultiQuant: Training Once for Multi-bit Quantization of Neural Networks IJCAI 2022 Multi-Scale Distillation from Multiple Graph Neural Networks AAAI 2022 Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching NAACL 2022 Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition Interspeech 2022 Multi-View Attention Transfer for Efficient Speech Enhancement Interspeech 2022 NAS-SCAE: Searching Compact Attention-based Encoders For End-to-end Automatic Speech Recognition Interspeech 2022 Neural Network Pruning by Cooperative Coevolution IJCAI 2022 Non-Uniform Adversarially Robust Pruning AutoML 2022