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Mixture-of-Experts

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Showing 1101–1150 of 1312 papers

TitleStatusHype
Combinations of Adaptive Filters—0
Efficient Large Scale Language Modeling with Mixtures of Experts—0
Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identificationCode1
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts—0
Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition—0
Specializing Versatile Skill Libraries using Local Mixture of ExpertsCode0
Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings—0
A Mixture of Expert Based Deep Neural Network for Improved ASR—0
TAL: Two-stream Adaptive Learning for Generalizable Person Re-identification—0
Expert Aggregation for Financial Forecasting—0
SpeechMoE2: Mixture-of-Experts Model with Improved Routing—0
M6-T: Exploring Sparse Expert Models and Beyond—0
StableMoE: Stable Routing Strategy for Mixture of Experts—0
Table-based Fact Verification with Self-adaptive Mixture of Experts—0
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization—0
MoEfication: Conditional Computation of Transformer Models for Efficient Inference—0
Elucidating Robust Learning with Uncertainty-Aware Corruption Pattern EstimationCode0
RTM Super Learner Results at Quality Estimation Task—0
Unsupervised Foreground Extraction via Deep Region CompetitionCode1
Polynomial-Spline Neural Networks with Exact Integrals—0
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts—0
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model—0
HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder ModelsCode1
Taming Sparsely Activated Transformer with Stochastic ExpertsCode1
Sparse MoEs meet Efficient EnsemblesCode1
Continual Learning Using Task Conditional Neural Networks—0
Full-Precision Free Binary Graph Neural Networks—0
MECATS: Mixture-of-Experts for Probabilistic Forecasts of Aggregated Time Series—0
HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models—0
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference—0
Unbiased Gradient Estimation with Balanced Assignments for Mixtures of Experts—0
Scalable and Efficient MoE Training for Multitask Multilingual Models—0
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k PolicyCode0
Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax LossCode1
Cross-token Modeling with Conditional Computation—0
Personalised Federated Learning: A Combinational Approach—0
SPMoE: Generate Multiple Pattern-Aware Outputs with Sparse Pattern Mixture of Experts—0
AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities—0
Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing—0
A Mixture-of-Experts Model for Antonym-Synonym DiscriminationCode0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—0
Few-Shot and Continual Learning with Attentive Independent MechanismsCode1
Go Wider Instead of DeeperCode1
Federated Mixture of Experts—0
Lifelong Mixture of Variational AutoencodersCode0
AdaSpeech 3: Adaptive Text to Speech for Spontaneous Style—0
Adaptive 3D descattering with a dynamic synthesis networkCode0
On component interactions in two-stage recommender systems—0
Mixtures of Deep Neural Experts for Automated Speech Scoring—0
Heterogeneous Multi-task Learning with Expert DiversityCode1
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