← Core AI
Artificial Intelligence › Core AI ›

Efficient Computing

596 directly classified papers

Papers per year

Papers

Rethinking BiSeNet for Real-Time Semantic Segmentation CVPR 2021
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization JMLR 2021
TacoLPCNet: Fast and Stable TTS by Conditioning LPCNet on Mel Spectrogram Predictions INTERSPEECH 2021
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch AAAI 2021
Training Spiking Neural Networks with Accumulated Spiking Flow AAAI 2021
Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021
Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification AAAI 2021
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks AAAI 2021
TRQ: Ternary Neural Networks With Residual Quantization AAAI 2021
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements AAAI 2021
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization AAAI 2021
Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference Systems AAAI 2021
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation AAAI 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021
Generic Neural Architecture Search via Regression NIPS 2021
Stateful ODE-Nets using Basis Function Expansions NIPS 2021
Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021
DeepReDuce: ReLU Reduction for Fast Private Inference ICML 2021
Machine Unlearning for Random Forests ICML 2021
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems ICCV 2021
Motion-Aware Dynamic Architecture for Efficient Frame Interpolation ICCV 2021
Extending Neural P-Frame Codecs for B-Frame Coding ICCV 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ICCV 2021