model compression

PyDL8.5: a Library for Learning Optimal Decision Trees IJCAI 2020 Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020 Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition Interspeech 2020 Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning AAAI 2020 Query Distillation: BERT-based Distillation for Ensemble Ranking COLING 2020 QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware WACV 2020 Radial and Directional Posteriors for Bayesian Deep Learning AAAI 2020 Rank and run-time aware compression of NLP Applications EMNLP 2020 Reborn Filters: Pruning Convolutional Neural Networks with Limited Data AAAI 2020 Regional Tree Regularization for Interpretability in Deep Neural Networks AAAI 2020 Regularize, Expand and Compress: NonExpansive Continual Learning WACV 2020 Regularizing Neural Networks via Minimizing Hyperspherical Energy CVPR 2020 Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models Interspeech 2020 Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts NeurIPS 2020 Resource-Adaptive Deep Learning for Visual Speech Recognition Interspeech 2020 ReSprop: Reuse Sparsified Backpropagation CVPR 2020 Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets CVPR 2020 Rethinking Differentiable Search for Mixed-Precision Neural Networks CVPR 2020 Reverse-engineering recurrent neural network solutions to a hierarchical inference task for mice NeurIPS 2020 Revisiting Knowledge Distillation via Label Smoothing Regularization CVPR 2020 Robust Quantization: One Model to Rule Them All NeurIPS 2020 Rotated Binary Neural Network NeurIPS 2020 Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition CVPR 2020 RTN: Reparameterized Ternary Network AAAI 2020 Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot NeurIPS 2020