Efficient Computing

Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022 Revisiting Transformer-based Models for Long Document Classification EMNLP 2022 ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022 RSTT: Real-Time Spatial Temporal Transformer for Space-Time Video Super-Resolution CVPR 2022 RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer NeurIPS 2022 SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems ACL 2022 SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training NeurIPS 2022 Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NeurIPS 2022 Scalable Interpretability via Polynomials NeurIPS 2022 Scale Efficiently: Insights from Pretraining and Finetuning Transformers ICLR 2022 Scaling Up Influence Functions AAAI 2022 SceneSqueezer: Learning To Compress Scene for Camera Relocalization CVPR 2022 Selective compression learning of latent representations for variable-rate image compression NeurIPS 2022 ShuffleMixer: An Efficient ConvNet for Image Super-Resolution NeurIPS 2022 Simulation-guided Beam Search for Neural Combinatorial Optimization NeurIPS 2022 SkipBERT: Efficient Inference with Shallow Layer Skipping ACL 2022 Sparse Instance Activation for Real-Time Instance Segmentation CVPR 2022 Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT EMNLP 2022 Sparsifying Transformer Models with Trainable Representation Pooling ACL 2022 Spatial Pruned Sparse Convolution for Efficient 3D Object Detection NeurIPS 2022 Speed Up Object Detection on Gigapixel-Level Images With Patch Arrangement CVPR 2022 SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022 Squeezeformer: An Efficient Transformer for Automatic Speech Recognition NeurIPS 2022 SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition AAAI 2022 TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets NeurIPS 2022