| Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models | Jan 21, 2025 | Mixture-of-Experts | —Unverified | 0 |
| Parameter-varying neural ordinary differential equations with partition-of-unity networks | Oct 1, 2022 | Mixture-of-ExpertsUnity | —Unverified | 0 |
| MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training | Aug 8, 2024 | Mixture-of-Experts | —Unverified | 0 |
| Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models | Dec 22, 2024 | Mixture-of-ExpertsPOS | —Unverified | 0 |
| PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning | Feb 23, 2024 | Mixture-of-Expertsparameter-efficient fine-tuning | —Unverified | 0 |
| Perception-Informed Neural Networks: Beyond Physics-Informed Neural Networks | May 2, 2025 | Mixture-of-Experts | —Unverified | 0 |
| PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model | Nov 12, 2024 | Arithmetic ReasoningMixture-of-Experts | —Unverified | 0 |
| Personalised Federated Learning: A Combinational Approach | Aug 22, 2021 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Pheromone-based Learning of Optimal Reasoning Paths | Jan 31, 2025 | ARCGSM8K | —Unverified | 0 |
| Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger's Equation | Feb 12, 2022 | Mixture-of-ExpertsProblem Decomposition | —Unverified | 0 |
