model compression

Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss IJCAI 2019 Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit? CVPR 2019 Binary Speech Features for Keyword Spotting Tasks Interspeech 2019 C3AE: Exploring the Limits of Compact Model for Age Estimation CVPR 2019 Cascaded Projection: End-To-End Network Compression and Acceleration CVPR 2019 Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure CVPR 2019 ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019 Channel Gating Neural Networks NeurIPS 2019 CircConv: A Structured Convolution with Low Complexity AAAI 2019 Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019 Co-Evolutionary Compression for Unpaired Image Translation ICCV 2019 Collaborative Channel Pruning for Deep Networks ICML 2019 Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients NeurIPS 2019 Compacting, Picking and Growing for Unforgetting Continual Learning NeurIPS 2019 Composite Binary Decomposition Networks AAAI 2019 Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019 Compressing Gradient Optimizers via Count-Sketches ICML 2019 Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition AAAI 2019 Compression of Acoustic Event Detection Models with Quantized Distillation Interspeech 2019 Compression of CTC-Trained Acoustic Models by Dynamic Frame-Wise Distillation or Segment-Wise N-Best Hypotheses Imitation Interspeech 2019 Constrained deep neural network architecture search for IoT devices accounting for hardware calibration NeurIPS 2019 Cooperative Pruning in Cross-Domain Deep Neural Network Compression IJCAI 2019 COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning IJCAI 2019 Cross Domain Model Compression by Structurally Weight Sharing CVPR 2019 Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019