computational efficiency

Motion-Aware Dynamic Architecture for Efficient Frame Interpolation ICCV 2021 PGT: A Progressive Method for Training Models on Long Videos CVPR 2021 RDI-Net: Relational Dynamic Inference Networks ICCV 2021 Reservoir Transformers ACL 2021 Revisiting Rainbow: Promoting more insightful and inclusive deep reinforcement learning research ICML 2021 Skim-Attention: Learning to Focus via Document Layout EMNLP 2021 Skip-Convolutions for Efficient Video Processing CVPR 2021 SkipW: Resource Adaptable RNN with Strict Upper Computational Limit ICLR 2021 slimIPL: Language-Model-Free Iterative Pseudo-Labeling Interspeech 2021 SMART Frame Selection for Action Recognition AAAI 2021 Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ACL 2021 Video Action Recognition with Neural Architecture Search ACML 2021 Virtual Fully-Connected Layer: Training a Large-Scale Face Recognition Dataset With Limited Computational Resources CVPR 2021 1-D Row-Convolution LSTM: Fast Streaming ASR at Accuracy Parity with LC-BLSTM Interspeech 2020 A Computational Separation between Private Learning and Online Learning NeurIPS 2020 Adaptive Transformers for Learning Multimodal Representations ACL 2020 A Multigrid Method for Efficiently Training Video Models CVPR 2020 Bayesian Reinforcement Learning via Deep, Sparse Sampling AISTATS 2020 Computationally Efficient and Versatile Framework for Joint Optimization of Blind Speech Separation and Dereverberation Interspeech 2020 ConvBERT: Improving BERT with Span-based Dynamic Convolution NeurIPS 2020 Coping With Simulators That Don’t Always Return AISTATS 2020 Early Exiting BERT for Efficient Document Ranking EMNLP 2020 Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020 FASTER Recurrent Networks for Efficient Video Classification AAAI 2020 Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020