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Efficient Computing

596 directly classified papers

Papers per year

Papers

HAWQ-V3: Dyadic Neural Network Quantization ICML 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets ICML 2021
Investigating the Impact of Spectral and Temporal Degradation on End-to-End Automatic Speech Recognition Performance INTERSPEECH 2021
Super-Human Performance in Online Low-Latency Recognition of Conversational Speech INTERSPEECH 2021
The Energy and Carbon Footprint of Training End-to-End Speech Recognizers INTERSPEECH 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search CVPR 2021
Piper: Multidimensional Planner for DNN Parallelization NIPS 2021
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NIPS 2021
Beyond malloc efficiency to fleet efficiency: a hugepage-aware memory allocator OSDI 2021
PermuteFormer: Efficient Relative Position Encoding for Long Sequences EMNLP 2021
Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020
Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection AAAI 2020
New Efficient Multi-Spike Learning for Fast Processing and Robust Learning AAAI 2020
RTN: Reparameterized Ternary Network AAAI 2020
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020
Search Tree Pruning for Progressive Neural Architecture Search (Student Abstract) AAAI 2020
Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract) AAAI 2020
Efficient Algorithms for Device Placement of DNN Graph Operators NIPS 2020
A mathematical model for automatic differentiation in machine learning NIPS 2020
The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020
Semi-Supervised Neural Architecture Search NIPS 2020
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning NIPS 2020
PyGlove: Symbolic Programming for Automated Machine Learning NIPS 2020
Adaptive Convolutional ReLUs AAAI 2020