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Efficient Computing

1253 directly classified papers

Papers per year

Papers

Training-Time-Friendly Network for Real-Time Object Detection AAAI 2020
TEINet: Towards an Efficient Architecture for Video Recognition AAAI 2020
EAC-Net: Efficient and Accurate Convolutional Network for Video Recognition AAAI 2020
SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking AAAI 2020
Hashing Based Answer Selection AAAI 2020
High Performance Depthwise and Pointwise Convolutions on Mobile Devices AAAI 2020
Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families AAAI 2020
Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020
Dynamic Network Pruning with Interpretable Layerwise Channel Selection AAAI 2020
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020
Inefficiency of K-FAC for Large Batch Size Training AAAI 2020
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020
URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020
DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020
Training Decision Trees as Replacement for Convolution Layers AAAI 2020
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning AAAI 2020
Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis AAAI 2020
Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning AAAI 2020
A Deep Neural Network Model of Particle Thermal Radiation in Packed Bed AAAI 2020
HDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis AAAI 2020
Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search AAAI 2020
End-to-End ASR with Adaptive Span Self-Attention INTERSPEECH 2020
Time-aware Large Kernel Convolutions ICML 2020