mixture of expert

Merging Experts into One: Improving Computational Efficiency of Mixture of Experts EMNLP 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023 Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models EMNLP 2023 MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks EMNLP 2023 Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts ICLR 2023 Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners CVPR 2023 MoEC: Mixture of Expert Clusters AAAI 2023 Multi-Modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion ICCV 2023 Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management NeurIPS 2023 On the Benefits of Learning to Route in Mixture-of-Experts Models EMNLP 2023 PAD-Net: An Efficient Framework for Dynamic Networks ACL 2023 Partition-And-Debias: Agnostic Biases Mitigation via a Mixture of Biases-Specific Experts ICCV 2023 Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks ICML 2023 Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023 RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths NeurIPS 2023 Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild CVPR 2023 RepMode: Learning to Re-Parameterize Diverse Experts for Subcellular Structure Prediction CVPR 2023 Robust Mixture-of-Expert Training for Convolutional Neural Networks ICCV 2023 Scaling Vision-Language Models with Sparse Mixture of Experts EMNLP 2023 SCoMoE: Efficient Mixtures of Experts with Structured Communication ICLR 2023 Semantic-Aware Dynamic Parameter for Video Inpainting Transformer ICCV 2023 ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer NeurIPS 2023 Sparse Mixture-of-Experts are Domain Generalizable Learners ICLR 2023 SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations ACL 2023 Switch-NeRF: Learning Scene Decomposition with Mixture of Experts for Large-scale Neural Radiance Fields ICLR 2023