model compression

Robust Text Classifier on Test-Time Budgets EMNLP 2019 RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks ICLR 2019 Same, Same But Different: Recovering Neural Network Quantization Error Through Weight Factorization ICML 2019 SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models NeurIPS 2019 SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization CVPR 2019 Sharing Attention Weights for Fast Transformer IJCAI 2019 ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning Interspeech 2019 Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation CVPR 2019 Sketching for Latent Dirichlet-Categorical Models AISTATS 2019 Slimmable Neural Networks ICLR 2019 Small and Practical BERT Models for Sequence Labeling EMNLP 2019 Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network Interspeech 2019 SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY ICLR 2019 SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NeurIPS 2019 SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019 Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation CVPR 2019 Structured Knowledge Distillation for Semantic Segmentation CVPR 2019 Structured Pruning of Neural Networks With Budget-Aware Regularization CVPR 2019 Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More CVPR 2019 Superposition of many models into one NeurIPS 2019 Super Sparse Convolutional Neural Networks AAAI 2019 The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic NeurIPS 2019 Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder AAAI 2019 Towards a Theoretical Understanding of Hashing-Based Neural Nets AISTATS 2019 Towards Optimal Structured CNN Pruning via Generative Adversarial Learning CVPR 2019