model compression

Knowledge Adaptation for Efficient Semantic Segmentation CVPR 2019 Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning IJCAI 2019 Knowledge Distillation via Instance Relationship Graph CVPR 2019 Knowledge Distillation via Route Constrained Optimization ICCV 2019 Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019 Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization NeurIPS 2019 Learnable Embedding Space for Efficient Neural Architecture Compression ICLR 2019 Learning Channel-Wise Interactions for Binary Convolutional Neural Networks CVPR 2019 Learning Compact Model for Large-Scale Multi-Label Data AAAI 2019 Learning Compact Models for Planning with Exogenous Processes CoRL 2019 Learning Compressed Sentence Representations for On-Device Text Processing ACL 2019 Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations ICML 2019 Learning Low-precision Neural Networks without Straight-Through Estimator (STE) IJCAI 2019 Learning Metrics From Teachers: Compact Networks for Image Embedding CVPR 2019 Learning Recurrent Binary/Ternary Weights ICLR 2019 Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss CVPR 2019 LegoNet: Efficient Convolutional Neural Networks with Lego Filters ICML 2019 LIT: Learned Intermediate Representation Training for Model Compression ICML 2019 MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019 MEAL: Multi-Model Ensemble via Adversarial Learning AAAI 2019 Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications ICML 2019 MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning ICCV 2019 MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization NeurIPS 2019 Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters ICLR 2019 MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices Interspeech 2019