Efficient Computing

Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022 Discrete-Convex-Analysis-Based Framework for Warm-Starting Algorithms with Predictions NeurIPS 2022 Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback IJCAI 2022 DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022 DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems AAAI 2022 Distributed adversarial training to robustify deep neural networks at scale UAI 2022 DivSwapper: Towards Diversified Patch-based Arbitrary Style Transfer IJCAI 2022 DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning ICML 2022 Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022 Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization IJCAI 2022 DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems AAAI 2022 DPICT: Deep Progressive Image Compression Using Trit-Planes CVPR 2022 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022 DropCov: A Simple yet Effective Method for Improving Deep Architectures NeurIPS 2022 Dual-Shutter Optical Vibration Sensing CVPR 2022 Dynamic Forward and Backward Sparse Training (DFBST): Accelerated Deep Learning through Completely Sparse Training Schedule ACML 2022 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022 Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning CVPR 2022 Dynamic Scheduling of Approximate Telemetry Queries NSDI 2022 Dynamic Spatial Propagation Network for Depth Completion AAAI 2022 Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks ACL 2022 Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model NAACL 2022 EasySED: Trusted Sound Event Detection with Self-Distillation AAAI 2022 EcoFormer: Energy-Saving Attention with Linear Complexity NeurIPS 2022 ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation MIDL 2022