Knowledge Distillation

Dreaming To Prune Image Deraining Networks CVPR 2022 DST: Dynamic Substitute Training for Data-Free Black-Box Attack CVPR 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 EasySED: Trusted Sound Event Detection with Self-Distillation AAAI 2022 ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022 Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022 Efficient Knowledge Distillation from Model Checkpoints NeurIPS 2022 Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval EMNLP 2022 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022 End-to-End Simultaneous Speech Translation with Pretraining and Distillation: Huawei Noah’s System for AutoSimTranS 2022 NAACL 2022 Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022 Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation COLING 2022 Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems EMNLP 2022 Ensembling and Knowledge Distilling of Large Sequence Taggers for Grammatical Error Correction ACL 2022 Ensembling Off-the-Shelf Models for GAN Training CVPR 2022 Evaluating Parameter Efficient Learning for Generation EMNLP 2022 Evaluation-Oriented Knowledge Distillation for Deep Face Recognition CVPR 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 Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022 FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022 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 Federated Class-Incremental Learning CVPR 2022