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Efficient Computing

596 directly classified papers

Papers per year

Papers

Up or Down? Adaptive Rounding for Post-Training Quantization ICML 2020
AirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks AAAI 2020
Soft Threshold Ternary Networks IJCAI 2020
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning IJCAI 2020
SGAS: Sequential Greedy Architecture Search CVPR 2020
CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020
Towards Efficient Model Compression via Learned Global Ranking CVPR 2020
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020
MnasNet: Platform-Aware Neural Architecture Search for Mobile CVPR 2019
Multi-Precision Quantized Neural Networks via Encoding Decomposition of {-1,+1} AAAI 2019
Network Recasting: A Universal Method for Network Architecture Transformation AAAI 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019
RENAS: Reinforced Evolutionary Neural Architecture Search CVPR 2019
On-device Structured and Context Partitioned Projection Networks ACL 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation ICCV 2019
In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images CVPR 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation CVPR 2019
Cascaded Projection: End-To-End Network Compression and Acceleration CVPR 2019
Searching for a Robust Neural Architecture in Four GPU Hours CVPR 2019
Park: An Open Platform for Learning-Augmented Computer Systems NIPS 2019
Network Pruning via Transformable Architecture Search NIPS 2019
GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NIPS 2019
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search ICML 2019
Learning Channel-Wise Interactions for Binary Convolutional Neural Networks CVPR 2019