Efficient Computing

Accelerate CNN via Recursive Bayesian Pruning ICCV 2019 Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure IJCAI 2019 Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction NAACL 2019 Accelerate Learning of Deep Hashing With Gradient Attention ICCV 2019 Accelerating Convolutional Neural Networks via Activation Map Compression CVPR 2019 Accelerating Extreme Classification via Adaptive Feature Agglomeration IJCAI 2019 A Convolutional Neural Network with Non-Local Module for Speech Enhancement Interspeech 2019 Active Learning for Deep Detection Neural Networks ICCV 2019 Active Regression via Linear-Sample Sparsification COLT 2019 AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019 Adaptative Inference Cost With Convolutional Neural Mixture Models ICCV 2019 Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level AISTATS 2019 A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery ICLR 2019 Adversarial Robustness vs. Model Compression, or Both? ICCV 2019 Adversarial training for free! NeurIPS 2019 A Fast Machine Learning Workflow for Rapid Phenotype Prediction from Whole Shotgun Metagenomes AAAI 2019 A Framework for Bayesian Optimization in Embedded Subspaces ICML 2019 A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 AI Planning for Enterprise: Putting Theory Into Practice IJCAI 2019 Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors NeurIPS 2019 A Lightweight Approach to Academic Research Group Management Using Online Tools: Spend More Time on Research and Less on Management AAAI 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019 A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks CVPR 2019 A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off NeurIPS 2019 AM-LFS: AutoML for Loss Function Search ICCV 2019