Efficient Computing

Scaling Vision Transformers CVPR 2022 SceneSqueezer: Learning To Compress Scene for Camera Relocalization CVPR 2022 SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-resolution AAAI 2022 SDR: Efficient Neural Re-ranking using Succinct Document Representation ACL 2022 Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022 Set Based Stochastic Subsampling ICML 2022 SFSRNet: Super-resolution for Single-Channel Audio Source Separation AAAI 2022 Shape-Coded ArUco: Fiducial Marker for Bridging 2D and 3D Modalities WACV 2022 Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising NeurIPS 2022 Sharing Decoders: Network Fission for Multi-Task Pixel Prediction WACV 2022 ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks ICML 2022 Shifted compression framework: generalizations and improvements UAI 2022 SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models ICLR 2022 ShuffleMixer: An Efficient ConvNet for Image Super-Resolution NeurIPS 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022 Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022 SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance NeurIPS 2022 SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NeurIPS 2022 Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity NeurIPS 2022 Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences NAACL 2022 SkipBERT: Efficient Inference with Shallow Layer Skipping ACL 2022 Small Footprint Neural Networks for Acoustic Direction of Arrival Estimation Interspeech 2022 SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles CVPR 2022 SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures AAAI 2022