Efficient Computing

Similarity, Compression and Local Steps: Three Pillars of Efficient Communications for Distributed Variational Inequalities NeurIPS 2023 Simple and Efficient Heterogeneous Graph Neural Network AAAI 2023 Sketchovsky: Enabling Ensembles of Sketches on Programmable Switches NSDI 2023 SkyPilot: An Intercloud Broker for Sky Computing NSDI 2023 SLAMB: Accelerated Large Batch Training with Sparse Communication ICML 2023 Slimmable Dataset Condensation CVPR 2023 Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NeurIPS 2023 SlimWiFi: Ultra-Low-Power IoT Radio Architecture Enabled by Asymmetric Communication NSDI 2023 SLNet: A Spectrogram Learning Neural Network for Deep Wireless Sensing NSDI 2023 SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT ACL 2023 Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness Interspeech 2023 SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory OSDI 2023 SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference IJCAI 2023 SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing ICLR 2023 Smart Initial Basis Selection for Linear Programs ICML 2023 SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-Training ICCV 2023 SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023 SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds NeurIPS 2023 Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks NeurIPS 2023 Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective CVPR 2023 Sp1NY: A Quick and Flexible Speech Visualisation Tool in Python Interspeech 2023 SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference ICCV 2023 SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023 Sparse Low-rank Adaptation of Pre-trained Language Models EMNLP 2023 Sparse Modular Activation for Efficient Sequence Modeling NeurIPS 2023