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Mixture-of-Experts

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Showing 1151–1200 of 1312 papers

TitleStatusHype
On Multi-objective Policy Optimization as a Tool for Reinforcement Learning: Case Studies in Offline RL and Finetuning—0
Automatic Document Sketching: Generating Drafts from Analogous Texts—0
Scaling Vision with Sparse Mixture of ExpertsCode1
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task LearningCode0
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding—0
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input—0
M6-T: Exploring Sparse Expert Models and Beyond—0
Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection—0
Mixture of ELM based experts with trainable gating network—0
Generalizable Person Re-identification with Relevance-aware Mixture of Experts—0
RetGen: A Joint framework for Retrieval and Grounded Text Generation ModelingCode1
MTNet: A Multi-Task Neural Network for On-Field Calibration of Low-Cost Air Monitoring Sensors—0
KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation—0
SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of ExpertsCode1
MiCE: Mixture of Contrastive Experts for Unsupervised Image ClusteringCode1
Robust Federated Learning by Mixture of ExpertsCode0
Probabilistic Rainfall Estimation from Automotive LidarCode0
Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement LearningCode0
Non-asymptotic model selection in block-diagonal mixture of polynomial experts models—0
Cross-Domain Label-Adaptive Stance DetectionCode1
A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts modelsCode0
Multi-GAT: A Graphical Attention-based Hierarchical Multimodal Representation Learning Approach for Human Activity Recognition—0
Cross-Topic Rumor Detection using Topic-Mixtures—0
Imitation Learning from MPC for Quadrupedal Multi-Gait Control—0
VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of ExpertsCode1
Real-time Relevant Recommendation SuggestionCode1
An Autonomous Negotiating Agent Framework with Reinforcement Learning Based Strategies and Adaptive Strategy Switching Mechanism—0
Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-ExpertsCode1
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC—0
Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible—0
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient SparsityCode2
Federated learning using mixture of experts—0
Exploring Routing Strategies for Multilingual Mixture-of-Experts Models—0
Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System—0
PFL-MoE: Personalized Federated Learning Based on Mixture of ExpertsCode1
Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer's DiseaseCode0
Channel Gain Cartography via Mixture of Experts—0
A similarity-based Bayesian mixture-of-experts model—0
A Mixture-of-Experts Model for Learning Multi-Facet Entity EmbeddingsCode0
Neural Transduction for Multilingual Lexical Translation—0
Multi-view Depth Estimation using Epipolar Spatio-Temporal NetworksCode1
DADNN: Multi-Scene CTR Prediction via Domain-Aware Deep Neural Network—0
Modular Action Concept Grounding in Semantic Video Prediction—0
Nested Mixture of Experts: Cooperative and Competitive Learning of Hybrid Dynamical System—0
RTM Ensemble Learning Results at Quality Estimation Task—0
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language InferenceCode0
Specialized federated learning using a mixture of expertsCode1
Memory Clustering using Persistent Homology for Multimodality- and Discontinuity-Sensitive Learning of Optimal Control Warm-starts—0
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts NetworkCode0
Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts—0
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