Efficient Computing

Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022 Mean Nyström Embeddings for Adaptive Compressive Learning AISTATS 2022 Mega-NERF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs CVPR 2022 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022 Memory-Efficient Multi-Step Speech Enhancement with Neural ODE Interspeech 2022 Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images MIDL 2022 Memory Replay with Data Compression for Continual Learning ICLR 2022 Memory safe computations with XLA compiler NeurIPS 2022 MemSR: Training Memory-efficient Lightweight Model for Image Super-Resolution ICML 2022 MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition CVPR 2022 Meta-Learning Adaptive Knowledge Distillation for Efficient Biomedical Natural Language Processing AACL 2022 MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation AAAI 2022 Microsecond-scale Preemption for Concurrent GPU-accelerated DNN Inferences OSDI 2022 MiniViT: Compressing Vision Transformers With Weight Multiplexing CVPR 2022 MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022 MISRNet: Lightweight Neural Vocoder Using Multi-Input Single Shared Residual Blocks Interspeech 2022 MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters NSDI 2022 MLink: Linking Black-Box Models for Collaborative Multi-Model Inference AAAI 2022 MobileFaceSwap: A Lightweight Framework for Video Face Swapping AAAI 2022 Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems EMNLP 2022 Model Compression by Iterative Pruning with Knowledge Distillation and Its Application to Speech Enhancement Interspeech 2022 Modeling Context With Linear Attention for Scalable Document-Level Translation EMNLP 2022 Modeling Indirect Illumination for Inverse Rendering CVPR 2022 Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer AAAI 2022 Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022