Efficient Computing

CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022 ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer ACL 2022 Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution AAAI 2022 Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking ACL 2022 Confident Adaptive Language Modeling NeurIPS 2022 cosFormer: Rethinking Softmax In Attention ICLR 2022 COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022 DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference ACL 2022 DataMUX: Data Multiplexing for Neural Networks NeurIPS 2022 DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022 Deploying an Artificial Intelligence Application to Detect Flood from Sentinel 1 Data AAAI 2022 DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems AAAI 2022 Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity NeurIPS 2022 Distribution Consistent Neural Architecture Search CVPR 2022 Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and Method CVPR 2022 DropCov: A Simple yet Effective Method for Improving Deep Architectures NeurIPS 2022 Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022 Earthformer: Exploring Space-Time Transformers for Earth System Forecasting NeurIPS 2022 EcoFormer: Energy-Saving Attention with Linear Complexity NeurIPS 2022 ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022 Efficient and Scalable Graph Pattern Mining on GPUs OSDI 2022 Efficient Classification of Very Large Images With Tiny Objects CVPR 2022 Efficient Dataset Distillation using Random Feature Approximation NeurIPS 2022 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 Efficient learning of nonlinear prediction models with time-series privileged information NeurIPS 2022