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Efficient Computing

716 papers

Papers per year

47
183
'20
'25

Papers

The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020
SGAS: Sequential Greedy Architecture Search CVPR 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020
CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020
Towards Efficient Model Compression via Learned Global Ranking CVPR 2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression CVPR 2020
HyperSTAR: Task-Aware Hyperparameters for Deep Networks CVPR 2020
DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020
Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network CVPR 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020
Up or Down? Adaptive Rounding for Post-Training Quantization ICML 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch ICML 2020
Explicit Gradient Learning for Black-Box Optimization ICML 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data ICML 2020
Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020
Soft Threshold Ternary Networks IJCAI 2020
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning IJCAI 2020
Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 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