Efficient Computing

SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision EMNLP 2023 Sampling-free Inference for Ab-Initio Potential Energy Surface Networks ICLR 2023 SayTap: Language to Quadrupedal Locomotion CoRL 2023 Scalable Adaptive Computation for Iterative Generation ICML 2023 Scalable and robust tensor ring decomposition for large-scale data UAI 2023 Scalable Distributed Massive MIMO Baseband Processing NSDI 2023 Scalarization for Multi-Task and Multi-Domain Learning at Scale NeurIPS 2023 Scale-Aware Modulation Meet Transformer ICCV 2023 ScaleFL: Resource-Adaptive Federated Learning With Heterogeneous Clients CVPR 2023 Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting ICLR 2023 Scale-Space Hypernetworks for Efficient Biomedical Image Analysis NeurIPS 2023 Scaling Laws for Hyperparameter Optimization NeurIPS 2023 Scaling Neural Face Synthesis to High FPS and Low Latency by Neural Caching WACV 2023 Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory ICML 2023 Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations NeurIPS 2023 Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023 Scaling Up Models and Data with t5x and seqio JMLR 2023 Scaling Vision Transformers to 22 Billion Parameters ICML 2023 Scanning Only Once: An End-to-end Framework for Fast Temporal Grounding in Long Videos ICCV 2023 SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy CVPR 2023 SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data AAAI 2023 Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time NeurIPS 2023 SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution WACV 2023 SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation ICLR 2023 Search-Map-Search: A Frame Selection Paradigm for Action Recognition CVPR 2023