model compression

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022 Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022 Effective Model Sparsification by Scheduled Grow-and-Prune Methods ICLR 2022 Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP 2022 Efficient Knowledge Distillation from Model Checkpoints NeurIPS 2022 Efficient Two-Stage Progressive Quantization of BERT EMNLP 2022 E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022 Elastic-Link for Binarized Neural Networks AAAI 2022 Encoding Weights of Irregular Sparsity for Fixed-to-Fixed Model Compression ICLR 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 Entropy-Driven Mixed-Precision Quantization for Deep Network Design NeurIPS 2022 EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models Interspeech 2022 Equal Bits: Enforcing Equally Distributed Binary Network Weights AAAI 2022 EtinyNet: Extremely Tiny Network for TinyML AAAI 2022 Evaluation-Oriented Knowledge Distillation for Deep Face Recognition CVPR 2022 Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022 Exploring extreme parameter compression for pre-trained language models ICLR 2022 Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training NeurIPS 2022 Extractive Knowledge Distillation WACV 2022 EZCrop: Energy-Zoned Channels for Robust Output Pruning WACV 2022 F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization ICLR 2022 Fast Generic Interaction Detection for Model Interpretability and Compression ICLR 2022 Fast Grad-TTS: Towards Efficient Diffusion-Based Speech Generation on CPU Interspeech 2022