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Efficient Computing

6876 directly classified papers

Papers per year

Papers

ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network IJCAI 2019
Play and Prune: Adaptive Filter Pruning for Deep Model Compression IJCAI 2019
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning IJCAI 2019
Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure IJCAI 2019
SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart AAAI 2019
Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data AAAI 2019
Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations AAAI 2019
Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications ICML 2019
Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019
Efficient Identification of Approximate Best Configuration of Training in Large Datasets AAAI 2019
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019
Static Automatic Batching In TensorFlow ICML 2019
GSLAM: A General SLAM Framework and Benchmark ICCV 2019
CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019
Energy and Policy Considerations for Deep Learning in NLP ACL 2019
Learning Channel-Wise Interactions for Binary Convolutional Neural Networks CVPR 2019
HAQ: Hardware-Aware Automated Quantization With Mixed Precision CVPR 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation CVPR 2019
Learned Video Compression ICCV 2019
BAD SLAM: Bundle Adjusted Direct RGB-D SLAM CVPR 2019
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization CVPR 2019
Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence CVPR 2019
Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble Network CVPR 2019