conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Efficient Computing

716 papers

Papers per year

47
183
'20
'25

Papers

Carbink: Fault-Tolerant Far Memory OSDI 2022
zIO: Accelerating IO-Intensive Applications with Transparent Zero-Copy IO OSDI 2022
PredStereo: An Accurate Real-Time Stereo Vision System WACV 2022
Generic Neural Architecture Search via Regression NIPS 2021
Stateful ODE-Nets using Basis Function Expansions NIPS 2021
Piper: Multidimensional Planner for DNN Parallelization NIPS 2021
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NIPS 2021
Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch AAAI 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation AAAI 2021
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021
Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference Systems AAAI 2021
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization AAAI 2021
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements AAAI 2021
TRQ: Ternary Neural Networks With Residual Quantization AAAI 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks AAAI 2021
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment 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
LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021
Understanding the wiring evolution in differentiable neural architecture search AISTATS 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021
Rethinking BiSeNet for Real-Time Semantic Segmentation CVPR 2021