model compression

Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Interspeech 2022 Fast Vocabulary Transfer for Language Model Compression EMNLP 2022 FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022 Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better AAAI 2022 Federated Submodel Optimization for Hot and Cold Data Features NeurIPS 2022 FedNL: Making Newton-Type Methods Applicable to Federated Learning ICML 2022 FedPara: Low-rank Hadamard Product for Communication-Efficient Federated Learning ICLR 2022 FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction NeurIPS 2022 FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NeurIPS 2022 Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models NeurIPS 2022 Findings of the WMT 2022 Shared Task on Efficient Translation EMNLP 2022 Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022 Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks ICML 2022 Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models EMNLP 2022 Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction CVPR 2022 FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Models Interspeech 2022 FNet: Mixing Tokens with Fourier Transforms NAACL 2022 Focal and Global Knowledge Distillation for Detectors CVPR 2022 FP8 Quantization: The Power of the Exponent NeurIPS 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation ACL 2022