model compression

DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale ICML 2022 Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models Interspeech 2022 DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks ICML 2022 DictFormer: Tiny Transformer with Shared Dictionary ICLR 2022 Differential Assessment of Black-Box AI Agents AAAI 2022 Differentially Private Model Compression NeurIPS 2022 DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022 Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation NeurIPS 2022 DiSparse: Disentangled Sparsification for Multitask Model Compression CVPR 2022 Distilled Dual-Encoder Model for Vision-Language Understanding EMNLP 2022 Distilling a Pretrained Language Model to a Multilingual ASR Model Interspeech 2022 Distilling Inter-Class Distance for Semantic Segmentation IJCAI 2022 Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022 DKM: Differentiable k-Means Clustering Layer for Neural Network Compression ICLR 2022 Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ACL 2022 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 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022 Dynamic Forward and Backward Sparse Training (DFBST): Accelerated Deep Learning through Completely Sparse Training Schedule ACML 2022 Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022 DyRep: Bootstrapping Training With Dynamic Re-Parameterization 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 EcoFormer: Energy-Saving Attention with Linear Complexity NeurIPS 2022 ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022