Efficient Computing

LSH-SMILE: Locality Sensitive Hashing Accelerated Simulation and Learning NeurIPS 2021 Making DensePose Fast and Light WACV 2021 Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths ICCV 2021 Manifold Regularized Dynamic Network Pruning CVPR 2021 Marius: Learning Massive Graph Embeddings on a Single Machine OSDI 2021 Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021 Mastering Atari Games with Limited Data NeurIPS 2021 MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021 Matrix encoding networks for neural combinatorial optimization NeurIPS 2021 Matrix Sketching for Secure Collaborative Machine Learning ICML 2021 Megaverse: Simulating Embodied Agents at One Million Experiences per Second ICML 2021 MeliusNet: An Improved Network Architecture for Binary Neural Networks WACV 2021 Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients AAAI 2021 Memory Efficient Meta-Learning with Large Images NeurIPS 2021 Memory-Efficient Network for Large-Scale Video Compressive Sensing CVPR 2021 Memory-efficient Patch-based Inference for Tiny Deep Learning NeurIPS 2021 Memory-Efficient Pipeline-Parallel DNN Training ICML 2021 Memory-efficient Transformers via Top-k Attention EMNLP 2021 Memory Optimization for Deep Networks ICLR 2021 Mesoscopic Photogrammetry With an Unstabilized Phone Camera CVPR 2021 MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge NeurIPS 2021 MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement Interspeech 2021 MicroNet: Improving Image Recognition With Extremely Low FLOPs ICCV 2021 MilliSort and MilliQuery: Large-Scale Data-Intensive Computing in Milliseconds NSDI 2021 Mini-Batch Consistent Slot Set Encoder for Scalable Set Encoding NeurIPS 2021