Efficient Computing

SPIQ: Data-Free Per-Channel Static Input Quantization WACV 2023 Split To Learn: Gradient Split for Multi-Task Human Image Analysis WACV 2023 SpotEM: Efficient Video Search for Episodic Memory ICML 2023 spred: Solving L1 Penalty with SGD ICML 2023 SPT: Learning to Selectively Insert Prompts for Better Prompt Tuning EMNLP 2023 SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking ICCV 2023 SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data EMNLP 2023 Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective NeurIPS 2023 STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition ICML 2023 Stitchable Neural Networks CVPR 2023 Stop or Forward: Dynamic Layer Skipping for Efficient Action Recognition WACV 2023 StoryBench: A Multifaceted Benchmark for Continuous Story Visualization NeurIPS 2023 StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller NeurIPS 2023 Structural Alignment for Network Pruning through Partial Regularization ICCV 2023 Structural Pruning for Diffusion Models NeurIPS 2023 Structured Pruning for Efficient Generative Pre-trained Language Models ACL 2023 Structured Sparsity Learning for Efficient Video Super-Resolution CVPR 2023 Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data NeurIPS 2023 SubMix: Learning to Mix Graph Sampling Heuristics UAI 2023 SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration NeurIPS 2023 Subset Retrieval Nearest Neighbor Machine Translation ACL 2023 SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics NeurIPS 2023 Surrogate Assisted Generation of Human-Robot Interaction Scenarios CoRL 2023 SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems NeurIPS 2023 SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search WACV 2023