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Efficient Computing

596 directly classified papers

Papers per year

Papers

Instance-Wise Dynamic Sensor Selection for Human Activity Recognition AAAI 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data ICML 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch ICML 2020
AutoSpeech: Neural Architecture Search for Speaker Recognition INTERSPEECH 2020
Automatic Speech Recognition Benchmark for Air-Traffic Communications INTERSPEECH 2020
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition INTERSPEECH 2020
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection INTERSPEECH 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020
Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty UAI 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network CVPR 2020
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020
Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 2020
An ADMM Based Framework for AutoML Pipeline Configuration AAAI 2020
Differential Equation Units: Learning Functional Forms of Activation Functions from Data AAAI 2020
MoBiNet: A Mobile Binary Network for Image Classification WACV 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020
Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020
DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020
HyperSTAR: Task-Aware Hyperparameters for Deep Networks CVPR 2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression CVPR 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020
Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020
Explicit Gradient Learning for Black-Box Optimization ICML 2020