Efficient Computing

Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources NeurIPS 2023 Personal Primer Prototype 1: Invitation to Make Your Own Embooked Speech-Based Educational Artifact Interspeech 2023 PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems NeurIPS 2023 Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning NeurIPS 2023 Physically-Plausible Illumination Distribution Estimation ICCV 2023 PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023 Plan-then-Seam: Towards Efficient Table-to-Text Generation EACL 2023 Plug-and-Play Document Modules for Pre-trained Models ACL 2023 pNLP-Mixer: an Efficient all-MLP Architecture for Language ACL 2023 Poly-PC: A Polyhedral Network for Multiple Point Cloud Tasks at Once CVPR 2023 Poor Man’s Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference EACL 2023 POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery CVPR 2023 Practical Intent-driven Routing Configuration Synthesis NSDI 2023 Practical Network Acceleration With Tiny Sets CVPR 2023 PRANC: Pseudo RAndom Networks for Compacting Deep Models ICCV 2023 Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute ICML 2023 Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023 Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints AAAI 2023 PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search ICML 2023 PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models ACL 2023 Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NeurIPS 2023 Propagate and Calibrate: Real-Time Passive Non-Line-of-Sight Tracking CVPR 2023 Provable Data Subset Selection For Efficient Neural Networks Training ICML 2023 PruMUX: Augmenting Data Multiplexing with Model Compression ACL 2023 Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge CVPR 2023