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Mixture-of-Experts

Papers archive 2025-07-28

archive papers tagged: 1,312 · with a code link: 516 · where Syntology ran a sample: 216 (184 with a run with no instrument failure, 32 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (216 of 1,312 tagged: 184 with a run with no instrument failure, 32 where every run was a failure of Syntology's instrument)

Page 12 of 14: papers 1,101 to 1,200 of 1,312, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference
  10 Mar 2023 0 repositories listed
• Improving Expert Specialization in Mixture of Experts
  28 Feb 2023 0 repositories listed
• Improved Training of Mixture-of-Experts Language GANs
  23 Feb 2023 0 repositories listed
• TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors
  21 Feb 2023 0 repositories listed
• Massively Multilingual Shallow Fusion with Large Language Models
  17 Feb 2023 0 repositories listed
• Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective
  2 Feb 2023 0 repositories listed
• Alternating Updates for Efficient Transformers
  30 Jan 2023 0 repositories listed
• PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets
  14 Jan 2023 0 repositories listed
• AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction
  6 Jan 2023 0 repositories listed
• Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners
  1 Jan 2023 0 repositories listed
• Semantic-Aware Dynamic Parameter for Video Inpainting Transformer
  1 Jan 2023 0 repositories listed
• Generalizing Multimodal Variational Methods to Sets
  19 Dec 2022 0 repositories listed
• Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model
  19 Dec 2022 0 repositories listed
• MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
  19 Dec 2022 0 repositories listed
• Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation
  15 Dec 2022 0 repositories listed
• Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners
  15 Dec 2022 0 repositories listed
• SMILE: Scaling Mixture-of-Experts with Efficient Bi-level Routing
  10 Dec 2022 0 repositories listed
• Incorporating Polar Field Data for Improved Solar Flare Prediction
  4 Dec 2022 0 repositories listed
• Automatically Extracting Information in Medical Dialogue: Expert System And Attention for Labelling
  28 Nov 2022 0 repositories listed
• Double Deep Q-Learning in Opponent Modeling
  24 Nov 2022 0 repositories listed
• Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production
  18 Nov 2022 0 repositories listed
• HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization
  15 Nov 2022 0 repositories listed
• Handling Trade-Offs in Speech Separation with Sparsely-Gated Mixture of Experts
  11 Nov 2022 0 repositories listed
• SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations
  8 Nov 2022 0 repositories listed
• Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC
  7 Nov 2022 0 repositories listed
• Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts
  3 Nov 2022 0 repositories listed
• Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling
  1 Nov 2022 0 repositories listed
• Prediction Sets for High-Dimensional Mixture of Experts Models
  30 Oct 2022 0 repositories listed
• Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
  28 Oct 2022 0 repositories listed
• Coordination with Humans via Strategy Matching
  27 Oct 2022 0 repositories listed
• On the Adversarial Robustness of Mixture of Experts
  19 Oct 2022 0 repositories listed
• Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters
  18 Oct 2022 0 repositories listed
• FEAMOE: Fair, Explainable and Adaptive Mixture of Experts
  10 Oct 2022 0 repositories listed
• Deep Learning Mixture-of-Experts Approach for Cytotoxic Edema Assessment in Infants and Children
  6 Oct 2022 0 repositories listed
• Probabilistic partition of unity networks for high-dimensional regression problems
  6 Oct 2022 0 repositories listed
• Parameter-varying neural ordinary differential equations with partition-of-unity networks
  1 Oct 2022 0 repositories listed
• Table-based Fact Verification with Self-labeled Keypoint Alignment
  1 Oct 2022 0 repositories listed
• Mixture of experts models for multilevel data: modelling framework and approximation theory
  30 Sep 2022 0 repositories listed
• Sparsity-Constrained Optimal Transport
  30 Sep 2022 0 repositories listed
• Tuning of Mixture-of-Experts Mixed-Precision Neural Networks
  29 Sep 2022 0 repositories listed
• Diversified Dynamic Routing for Vision Tasks
  26 Sep 2022 0 repositories listed
• Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition
  17 Sep 2022 0 repositories listed
• Sparse Video Representation Using Steered Mixture-of-Experts With Global Motion Compensation
  13 Sep 2022 0 repositories listed
• A Review of Sparse Expert Models in Deep Learning
  4 Sep 2022 0 repositories listed
• Context-aware Mixture-of-Experts for Unbiased Scene Graph Generation
  15 Aug 2022 0 repositories listed
• A Theoretical View on Sparsely Activated Networks
  8 Aug 2022 0 repositories listed
• Edge-Aware Autoencoder Design for Real-Time Mixture-of-Experts Image Compression
  25 Jul 2022 0 repositories listed
• Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing
  20 Jul 2022 0 repositories listed
• MoEC: Mixture of Expert Clusters
  19 Jul 2022 0 repositories listed
• Learning Large-scale Universal User Representation with Sparse Mixture of Experts
  11 Jul 2022 0 repositories listed
• Scalable Neural Data Server: A Data Recommender for Transfer Learning
  19 Jun 2022 0 repositories listed
• Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach
  7 Jun 2022 0 repositories listed
• Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
  6 Jun 2022 0 repositories listed
• Interpretable Mixture of Experts
  5 Jun 2022 0 repositories listed
• Task-Specific Expert Pruning for Sparse Mixture-of-Experts
  1 Jun 2022 0 repositories listed
• Automatic Expert Selection for Multi-Scenario and Multi-Task Search
  28 May 2022 0 repositories listed
• Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers
  28 May 2022 0 repositories listed
• Pluralistic Image Completion with Probabilistic Mixture-of-Experts
  18 May 2022 0 repositories listed
• Unified Modeling of Multi-Domain Multi-Device ASR Systems
  13 May 2022 0 repositories listed
• ST-ExpertNet: A Deep Expert Framework for Traffic Prediction
  5 May 2022 0 repositories listed
• Optimizing Mixture of Experts using Dynamic Recompilations
  4 May 2022 0 repositories listed
• How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing?
  1 May 2022 0 repositories listed
• Residual Mixture of Experts
  20 Apr 2022 0 repositories listed
• Towards Efficient Single Image Dehazing and Desnowing
  19 Apr 2022 0 repositories listed
• Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  16 Apr 2022 0 repositories listed
• Mixture of Experts for Biomedical Question Answering
  15 Apr 2022 0 repositories listed
• Mixture-of-experts VAEs can disregard variation in surjective multimodal data
  11 Apr 2022 0 repositories listed
• On the Adaptation to Concept Drift for CTR Prediction
  1 Apr 2022 0 repositories listed
• Efficient Reflectance Capture with a Deep Gated Mixture-of-Experts
  29 Mar 2022 0 repositories listed
• Efficient Language Modeling with Sparse all-MLP
  14 Mar 2022 0 repositories listed
• SkillNet-NLU: A Sparsely Activated Model for General-Purpose Natural Language Understanding
  7 Mar 2022 0 repositories listed
• Functional mixture-of-experts for classification
  28 Feb 2022 0 repositories listed
• Mixture-of-Experts with Expert Choice Routing
  18 Feb 2022 0 repositories listed
• A Survey on Dynamic Neural Networks for Natural Language Processing
  15 Feb 2022 0 repositories listed
• Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger's Equation
  12 Feb 2022 0 repositories listed
• One Student Knows All Experts Know: From Sparse to Dense
  26 Jan 2022 0 repositories listed
• MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation
  16 Jan 2022 0 repositories listed
• Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  16 Jan 2022 0 repositories listed
• Towards Lightweight Neural Animation : Exploration of Neural Network Pruning in Mixture of Experts-based Animation Models
  11 Jan 2022 0 repositories listed
• Combinations of Adaptive Filters
  22 Dec 2021 0 repositories listed
• Efficient Large Scale Language Modeling with Mixtures of Experts
  20 Dec 2021 0 repositories listed
• GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
  13 Dec 2021 0 repositories listed
• Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition
  10 Dec 2021 0 repositories listed
• Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings
  6 Dec 2021 0 repositories listed
• A Mixture of Expert Based Deep Neural Network for Improved ASR
  2 Dec 2021 0 repositories listed
• TAL: Two-stream Adaptive Learning for Generalizable Person Re-identification
  29 Nov 2021 0 repositories listed
• Expert Aggregation for Financial Forecasting
  25 Nov 2021 0 repositories listed
• SpeechMoE2: Mixture-of-Experts Model with Improved Routing
  23 Nov 2021 0 repositories listed
• M6-T: Exploring Sparse Expert Models and Beyond
  16 Nov 2021 0 repositories listed
• MoEfication: Conditional Computation of Transformer Models for Efficient Inference
  16 Nov 2021 0 repositories listed
• StableMoE: Stable Routing Strategy for Mixture of Experts
  16 Nov 2021 0 repositories listed
• SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization
  16 Nov 2021 0 repositories listed
• Table-based Fact Verification with Self-adaptive Mixture of Experts
  16 Nov 2021 0 repositories listed
• RTM Super Learner Results at Quality Estimation Task
  1 Nov 2021 0 repositories listed
• Polynomial-Spline Neural Networks with Exact Integrals
  26 Oct 2021 0 repositories listed
• Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model
  13 Oct 2021 0 repositories listed
• Continual Learning Using Task Conditional Neural Networks
  29 Sep 2021 0 repositories listed
• Full-Precision Free Binary Graph Neural Networks
  29 Sep 2021 0 repositories listed
• HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models
  29 Sep 2021 0 repositories listed
• MECATS: Mixture-of-Experts for Probabilistic Forecasts of Aggregated Time Series
  29 Sep 2021 0 repositories listed