Efficient Computing

More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NeurIPS 2019 MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model EMNLP 2019 Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion AAAI 2019 Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019 Multi-Precision Quantized Neural Networks via Encoding Decomposition of {-1,+1} AAAI 2019 Multi-Span Acoustic Modelling Using Raw Waveform Signals Interspeech 2019 Multi-view Multi-task Learning for Improving Autonomous Mammogram Diagnosis MLHC 2019 NAT: Neural Architecture Transformer for Accurate and Compact Architectures NeurIPS 2019 Network Pruning via Transformable Architecture Search NeurIPS 2019 Network Recasting: A Universal Method for Network Architecture Transformation AAAI 2019 Neural Joint Source-Channel Coding ICML 2019 Neural Network Distillation on IoT Platforms for Sound Event Detection Interspeech 2019 Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019 Neural Speed Reading with Structural-Jump-LSTM ICLR 2019 Oblivious Sampling Algorithms for Private Data Analysis NeurIPS 2019 OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks CVPR 2019 Old Techniques in Differentially Private Linear Regression ALT 2019 Omnidirectional Scene Text Detection with Sequential-free Box Discretization IJCAI 2019 On-device Structured and Context Partitioned Projection Networks ACL 2019 On Efficient Retrieval of Top Similarity Vectors EMNLP 2019 On Mitigating Acoustic Feedback in Hearing Aids with Frequency Warping by All-Pass Networks Interspeech 2019 On the Robustness of Self-Attentive Models ACL 2019 On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks ICLR 2019 Optimizing Voice Activity Detection for Noisy Conditions Interspeech 2019 Overcoming Multi-model Forgetting ICML 2019