model compression

HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021 Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021 Harmonized Dense Knowledge Distillation Training for Multi-Exit Architectures AAAI 2021 HAWQ-V3: Dyadic Neural Network Quantization ICML 2021 HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients ICLR 2021 Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation CVPR 2021 High-Capacity Expert Binary Networks ICLR 2021 Holistic Filter Pruning for Efficient Deep Neural Networks WACV 2021 HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021 How Do Adam and Training Strategies Help BNNs Optimization ICML 2021 How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR 2021 How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding EMNLP 2021 HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021 IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NeurIPS 2021 I-BERT: Integer-only BERT Quantization ICML 2021 Importance-based Neuron Allocation for Multilingual Neural Machine Translation ACL 2021 Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and Efficient Detectors ICLR 2021 Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution CVPR 2021 Improving Neural Network Efficiency via Post-Training Quantization With Adaptive Floating-Point ICCV 2021 Improving Stance Detection with Multi-Dataset Learning and Knowledge Distillation EMNLP 2021 Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021 Initialization and Regularization of Factorized Neural Layers ICLR 2021 Instance-Conditional Knowledge Distillation for Object Detection NeurIPS 2021 Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network AAAI 2021 Investigation of Practical Aspects of Single Channel Speech Separation for ASR Interspeech 2021