computational efficiency

Robust Text Classifier on Test-Time Budgets EMNLP 2019 Root Mean Square Layer Normalization NeurIPS 2019 SCSampler: Sampling Salient Clips From Video for Efficient Action Recognition ICCV 2019 Stand-Alone Self-Attention in Vision Models NeurIPS 2019 Super Sparse Convolutional Neural Networks AAAI 2019 Temporal Coordination of Articulatory and Respiratory Events Prior to Speech Initiation Interspeech 2019 You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle NeurIPS 2019 Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NeurIPS 2018 ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018 Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling Interspeech 2018 Divide and Conquer for Full-Resolution Light Field Deblurring CVPR 2018 Dynamic Zoom-In Network for Fast Object Detection in Large Images CVPR 2018 Efficient Keyword Spotting Using Time Delay Neural Networks Interspeech 2018 Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018 Efficient Sparse-Winograd Convolutional Neural Networks ICLR 2018 Efficient Voice Trigger Detection for Low Resource Hardware Interspeech 2018 FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018 Generalized Inverse Optimization through Online Learning NeurIPS 2018 Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018 Resource Aware Person Re-Identification Across Multiple Resolutions CVPR 2018 Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018 SBNet: Sparse Blocks Network for Fast Inference CVPR 2018 Statistical and Computational Trade-Offs in Kernel K-Means NeurIPS 2018 Deciding How to Decide: Dynamic Routing in Artificial Neural Networks ICML 2017 Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups CVPR 2017