Efficient Computing

Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection AAAI 2020 Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020 Deepstrip: High-Resolution Boundary Refinement CVPR 2020 Deep Template Matching for Small-Footprint and Configurable Keyword Spotting Interspeech 2020 DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020 DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering ACL 2020 Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA ACL 2020 Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020 Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting Interspeech 2020 Differentiable Product Quantization for End-to-End Embedding Compression ICML 2020 DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling EMNLP 2020 Directional Pruning of Deep Neural Networks NeurIPS 2020 Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks IJCAI 2020 Discriminative Method to Extract Coarse Prosodic Structure and its Application for Statistical Phrase/Accent Command Estimation Interspeech 2020 Distilling Neural Networks for Greener and Faster Dependency Parsing ACL 2020 Divide-and-Conquer Learning with Nyström: Optimal Rate and Algorithm AAAI 2020 Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks ICML 2020 DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020 Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020 Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020 Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript ICML 2020 Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! EMNLP 2020 Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks ICLR 2020 DropNAS: Grouped Operation Dropout for Differentiable Architecture Search IJCAI 2020 DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020