| Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual Learning | Mar 26, 2025 | Continual LearningKnowledge Distillation | CodeCode Available | 0 |
| Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning | Mar 26, 2025 | Mixture-of-Expertsparameter-efficient fine-tuning | —Unverified | 0 |
| Resilient Sensor Fusion under Adverse Sensor Failures via Multi-Modal Expert Fusion | Mar 25, 2025 | Autonomous DrivingMixture-of-Experts | —Unverified | 0 |
| M^2CD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation | Mar 25, 2025 | Change DetectionDisaster Response | —Unverified | 0 |
| BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts | Mar 25, 2025 | Image SegmentationMixture-of-Experts | —Unverified | 0 |
| SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking | Mar 24, 2025 | Mixture-of-Expertsparameter-efficient fine-tuning | CodeCode Available | 1 |
| Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding | Mar 24, 2025 | Mixture-of-ExpertsMorphology classification | —Unverified | 0 |
| ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses | Mar 23, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM | Mar 22, 2025 | Code GenerationMixture-of-Experts | —Unverified | 0 |
| Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts | Mar 20, 2025 | Mixture-of-Experts | —Unverified | 0 |
| Mixture of Lookup Experts | Mar 20, 2025 | Mixture-of-Experts | CodeCode Available | 2 |
| UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations | Mar 20, 2025 | Image RestorationMixture-of-Experts | —Unverified | 0 |
| SemEval-2025 Task 1: AdMIRe -- Advancing Multimodal Idiomaticity Representation | Mar 19, 2025 | Mixture-of-Experts | —Unverified | 0 |
| Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication | Mar 19, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Core-Periphery Principle Guided State Space Model for Functional Connectome Classification | Mar 18, 2025 | Functional ConnectivityMamba | —Unverified | 0 |
| MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts | Mar 18, 2025 | Mixture-of-Expertsparameter-efficient fine-tuning | —Unverified | 0 |
| Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps | Mar 16, 2025 | Mixture-of-Experts | CodeCode Available | 0 |
| Adaptive Mixture of Low-Rank Experts for Robust Audio Spoofing Detection | Mar 15, 2025 | Mixture-of-Experts | —Unverified | 0 |
| A Review of DeepSeek Models' Key Innovative Techniques | Mar 14, 2025 | Mixture-of-Expertsreinforcement-learning | —Unverified | 0 |
| MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling | Mar 14, 2025 | Mixture-of-Expertsparameter-efficient fine-tuning | CodeCode Available | 0 |
| Ensemble Learning for Large Language Models in Text and Code Generation: A Survey | Mar 13, 2025 | Code GenerationEnsemble Learning | —Unverified | 0 |
| Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor Cores | Mar 13, 2025 | Mixture-of-Experts | CodeCode Available | 1 |
| dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis | Mar 13, 2025 | Federated LearningMixture-of-Experts | —Unverified | 0 |
| StableFusion: Continual Video Retrieval via Frame Adaptation | Mar 13, 2025 | Continual LearningMixture-of-Experts | CodeCode Available | 1 |
| Astrea: A MOE-based Visual Understanding Model with Progressive Alignment | Mar 12, 2025 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 |