Efficient Computing

MathNAS: If Blocks Have a Role in Mathematical Architecture Design NeurIPS 2023 Matrix Compression via Randomized Low Rank and Low Precision Factorization NeurIPS 2023 Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition ICLR 2023 MCAL: Minimum Cost Human-Machine Active Labeling ICLR 2023 MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory NeurIPS 2023 MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos CVPR 2023 Membrane Potential Batch Normalization for Spiking Neural Networks ICCV 2023 Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023 Memory Efficient Optimizers with 4-bit States NeurIPS 2023 Memory-efficient Temporal Moment Localization in Long Videos EACL 2023 Memory Injections: Correcting Multi-Hop Reasoning Failures During Inference in Transformer-Based Language Models EMNLP 2023 Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023 Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023 Merging Experts into One: Improving Computational Efficiency of Mixture of Experts EMNLP 2023 MethaneMapper: Spectral Absorption Aware Hyperspectral Transformer for Methane Detection CVPR 2023 MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023 MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers NeurIPS 2023 MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting ICLR 2023 MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices ICCV 2023 MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition NeurIPS 2023 Minimizing the Accumulated Trajectory Error To Improve Dataset Distillation CVPR 2023 Minimum Variance Unbiased N:M Sparsity for the Neural Gradients ICLR 2023 miniStreamer: Enhancing Small Conformer with Chunked-Context Masking for Streaming ASR Applications on the Edge Interspeech 2023 Mitigating Temporal Misalignment by Discarding Outdated Facts EMNLP 2023 Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses ACL 2023