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Efficient Computing

6876 directly classified papers

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Papers

LIT: Learned Intermediate Representation Training for Model Compression ICML 2019
Finding Options that Minimize Planning Time ICML 2019
Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019
Using Ultrasound Imaging to Create Augmented Visual Biofeedback for Articulatory Practice INTERSPEECH 2019
Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019
Low-Dimensional Bottleneck Features for On-Device Continuous Speech Recognition INTERSPEECH 2019
Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting AAAI 2019
TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding AAAI 2019
IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network INTERSPEECH 2019
Ultra-Compact NLU: Neuronal Network Binarization as Regularization INTERSPEECH 2019
DSRN: A Deep Scale Relationship Network for Scene Text Detection IJCAI 2019
DiffChaser: Detecting Disagreements for Deep Neural Networks IJCAI 2019
SCFont: Structure-Guided Chinese Font Generation via Deep Stacked Networks AAAI 2019
CircConv: A Structured Convolution with Low Complexity AAAI 2019
Conversational and Social Laughter Synthesis with WaveNet INTERSPEECH 2019
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing ICML 2019
Super Sparse Convolutional Neural Networks AAAI 2019
Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition AAAI 2019
Composite Binary Decomposition Networks AAAI 2019
iNNvestigate Neural Networks! JMLR 2019
Multi-Precision Quantized Neural Networks via Encoding Decomposition of {-1,+1} AAAI 2019
A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes AAAI 2019
Efficient On-Device Models using Neural Projections ICML 2019
Processing Megapixel Images with Deep Attention-Sampling Models ICML 2019
Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss IJCAI 2019