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Efficient Computing

6876 directly classified papers

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Papers

Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 2019
Quantization Networks CVPR 2019
Temporal Coordination of Articulatory and Respiratory Events Prior to Speech Initiation INTERSPEECH 2019
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning NIPS 2019
Compiler Auto-Vectorization with Imitation Learning NIPS 2019
Memory Efficient Adaptive Optimization NIPS 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NIPS 2019
PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization NIPS 2019
DVC: An End-To-End Deep Video Compression Framework CVPR 2019
All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019
Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure CVPR 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs CVPR 2019
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019
Fast Human Pose Estimation CVPR 2019
Charge-Based Prison Term Prediction with Deep Gating Network IJCNLP 2019
Expert Sample Consensus Applied to Camera Re-Localization ICCV 2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing ICCV 2019
Conditioning by adaptive sampling for robust design ICML 2019
DSConv: Efficient Convolution Operator ICCV 2019
Parameter Enhancement for MELP Speech Codec in Noisy Communication Environment INTERSPEECH 2019
Bayesian Optimized 1-Bit CNNs ICCV 2019
Proximal Mean-Field for Neural Network Quantization ICCV 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks ICCV 2019
High-Throughput Computation of Shannon Mutual Information on Chip RSS 2019
Direct Drive Hands: Force-Motion Transparency in Gripper Design RSS 2019