knowledge distillation

Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation EMNLP 2022 Extractive Knowledge Distillation WACV 2022 EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images CVPR 2022 Fairness without Demographics through Knowledge Distillation NeurIPS 2022 FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022 Fast AdvProp ICLR 2022 Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Interspeech 2022 Feature Kernel Distillation ICLR 2022 Federated Class-Incremental Learning CVPR 2022 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NeurIPS 2022 FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction NeurIPS 2022 Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts EMNLP 2022 Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022 Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models NeurIPS 2022 Fine-Tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning CVPR 2022 Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively NeurIPS 2022 FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Models Interspeech 2022 Focal and Global Knowledge Distillation for Detectors CVPR 2022 FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models NAACL 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 Functional Ensemble Distillation NeurIPS 2022 GenCompareSum: a hybrid unsupervised summarization method using salience ACL 2022