model compression

Extremely Small BERT Models from Mixed-Vocabulary Training EACL 2021 Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge Interspeech 2021 FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search ICCV 2021 Faster Depth-Adaptive Transformers AAAI 2021 fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021 FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021 Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization IJCAI 2021 Findings of the WMT 2021 Shared Task on Efficient Translation EMNLP 2021 Finetuning Pretrained Transformers into RNNs EMNLP 2021 FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout NeurIPS 2021 Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations NeurIPS 2021 FP-NAS: Fast Probabilistic Neural Architecture Search CVPR 2021 FracBits: Mixed Precision Quantization via Fractional Bit-Widths AAAI 2021 FRILL: A Non-Semantic Speech Embedding for Mobile Devices Interspeech 2021 GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021 GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization ICCV 2021 General Instance Distillation for Object Detection CVPR 2021 Generalizable Mixed-Precision Quantization via Attribution Rank Preservation ICCV 2021 Generalization bounds via distillation ICLR 2021 Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks NeurIPS 2021 Generalized Few-Shot Object Detection Without Forgetting CVPR 2021 GhostBERT: Generate More Features with Cheap Operations for BERT ACL 2021 Global explanations with decision rules: a co-learning approach UAI 2021 GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings ICML 2021 Graph-Free Knowledge Distillation for Graph Neural Networks IJCAI 2021