model compression

Model Compression with Adversarial Robustness: A Unified Optimization Framework NeurIPS 2019 MonoForest framework for tree ensemble analysis NeurIPS 2019 MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model EMNLP 2019 Multi-Precision Quantized Neural Networks via Encoding Decomposition of {-1,+1} AAAI 2019 NAT: Neural Architecture Transformer for Accurate and Compact Architectures NeurIPS 2019 Natural Language Generation for Effective Knowledge Distillation EMNLP 2019 Near-Lossless Binarization of Word Embeddings AAAI 2019 NetTailor: Tuning the Architecture, Not Just the Weights CVPR 2019 Network Offloading Policies for Cloud Robotics: A Learning-Based Approach RSS 2019 Network Pruning via Transformable Architecture Search NeurIPS 2019 Network Recasting: A Universal Method for Network Architecture Transformation AAAI 2019 Neural Network Distillation on IoT Platforms for Sound Event Detection Interspeech 2019 NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019 Nonparametric Bayesian Deep Networks with Local Competition ICML 2019 Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach ICLR 2019 OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks CVPR 2019 On-device Structured and Context Partitioned Projection Networks ACL 2019 One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NeurIPS 2019 On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019 On Knowledge distillation from complex networks for response prediction NAACL 2019 Online Embedding Compression for Text Classification Using Low Rank Matrix Factorization AAAI 2019 On the Downstream Performance of Compressed Word Embeddings NeurIPS 2019 On the Efficacy of Knowledge Distillation ICCV 2019 On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks ICLR 2019 Optimizing Voice Activity Detection for Noisy Conditions Interspeech 2019