knowledge distillation

Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022 Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022 Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022 Dreaming To Prune Image Deraining Networks CVPR 2022 DST: Dynamic Substitute Training for Data-Free Black-Box Attack CVPR 2022 E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition CVPR 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022 Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022 Efficient and Modular Implicit Differentiation NeurIPS 2022 Efficient Knowledge Distillation from Model Checkpoints NeurIPS 2022 E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022 Elastic-Link for Binarized Neural Networks AAAI 2022 Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation IJCAI 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 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 Evaluating Parameter Efficient Learning for Generation EMNLP 2022 Evaluation-Oriented Knowledge Distillation for Deep Face Recognition CVPR 2022 ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022 Exploring extreme parameter compression for pre-trained language models ICLR 2022