Efficient Computing

PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery CVPR 2021 QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks CVPR 2021 RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery AAAI 2021 Random Feature Attention ICLR 2021 ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021 Real-Time High-Resolution Background Matting CVPR 2021 Reinforcement Learning with Latent Flow NeurIPS 2021 RepVGG: Making VGG-Style ConvNets Great Again CVPR 2021 Reservoir Transformers ACL 2021 Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021 Rethinking Channel Dimensions for Efficient Model Design CVPR 2021 Rich Features for Perceptual Quality Assessment of UGC Videos CVPR 2021 RPSRNet: End-to-End Trainable Rigid Point Set Registration Network Using Barnes-Hut 2D-Tree Representation CVPR 2021 RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021 SA-BNN: State-Aware Binary Neural Network AAAI 2021 Scalable Graph Networks for Particle Simulations AAAI 2021 Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021 Scaling Local Self-Attention for Parameter Efficient Visual Backbones CVPR 2021 Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021 Searching for Fast Model Families on Datacenter Accelerators CVPR 2021 Shortformer: Better Language Modeling using Shorter Inputs ACL 2021 Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU ICLR 2021 Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021 SOFT: Softmax-free Transformer with Linear Complexity NeurIPS 2021 Space-Time Distillation for Video Super-Resolution CVPR 2021