Efficient Computing

PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NeurIPS 2022 Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022 QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning ICML 2022 Quantized Training of Gradient Boosting Decision Trees NeurIPS 2022 QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query NeurIPS 2022 Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer NeurIPS 2022 Random matrices in service of ML footprint: ternary random features with no performance loss ICLR 2022 Random vs. Best-First: Impact of Sampling Strategies on Decision Making in Model-Based Diagnosis AAAI 2022 RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization IJCAI 2022 Rare Gems: Finding Lottery Tickets at Initialization NeurIPS 2022 RDC: Energy-Efficient Data Center Network Congestion Relief with Topological Reconfigurability at the Edge NSDI 2022 Real-Time Monitoring of Silences in Contact Center Conversations Interspeech 2022 Real-Time Portrait Stylization on the Edge IJCAI 2022 Real-World Robot Learning with Masked Visual Pre-training CoRL 2022 Re-architecting Traffic Analysis with Neural Network Interface Cards NSDI 2022 Recommender Forest for Efficient Retrieval NeurIPS 2022 RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise EMNLP 2022 Redistribution of Weights and Activations for AdderNet Quantization NeurIPS 2022 Reframing Instructional Prompts to GPTk’s Language ACL 2022 ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising AAAI 2022 Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022 ResectNet: An Efficient Architecture for Voice Activity Detection on Mobile Devices Interspeech 2022 RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure OSDI 2022 ResIST: Layer-wise decomposition of ResNets for distributed training UAI 2022 Resolution-Robust Large Mask Inpainting With Fourier Convolutions WACV 2022