Efficient Computing

SEENN: Towards Temporal Spiking Early Exit Neural Networks NeurIPS 2023 Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model EMNLP 2023 SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage ICCV 2023 Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NeurIPS 2023 Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models ACL 2023 Self-Supervised Dataset Pruning for Efficient Training in Audio Anti-spoofing Interspeech 2023 SelfTune: Tuning Cluster Managers NSDI 2023 SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023 Sequence Parallelism: Long Sequence Training from System Perspective ACL 2023 Sequential Subset Matching for Dataset Distillation NeurIPS 2023 ServiceRouter: Hyperscale and Minimal Cost Service Mesh at Meta OSDI 2023 Serving Graph Compression for Graph Neural Networks ICLR 2023 SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction MIDL 2023 SG-Former: Self-guided Transformer with Evolving Token Reallocation ICCV 2023 SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NeurIPS 2023 SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations ICCV 2023 SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks EMNLP 2023 Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding ACL 2023 SHEPHERD: Serving DNNs in the Wild NSDI 2023 ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer NeurIPS 2023 Ship your Critical Section, Not Your Data: Enabling Transparent Delegation with TCLOCKS OSDI 2023 Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning NSDI 2023 Shortcut-V2V: Compression Framework for Video-to-Video Translation Based on Temporal Redundancy Reduction ICCV 2023 Short-Term Memory Convolutions ICLR 2023 ShRing: Networking with Shared Receive Rings OSDI 2023