conftrace_

mixture of expert

640 papers

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Also known as

MOE

Co-occurring keywords

large language model (13587) model compression (3302) multi-task learning (2575) multimodal learning (4645) neural network (6616) knowledge distillation (3725) low-rank adaptation (560) parameter efficiency (417) transfer learning (5449) expert routing (44)

Papers

SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025
Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025
QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention AACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
MoFE: Mixture of Frozen Experts Architecture NAACL 2025
Rethinking U-Net: Task-Adaptive Mixture of Skip Connections for Enhanced Medical Image Segmentation AAAI 2025
DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification AAAI 2025
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025
From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents ACL 2025
MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora EMNLP 2025
Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning ACL 2025
Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive Segmentation ICCV 2025
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models ACL 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025
TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking ICCV 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025
Modgenix at SemEval-2025 Task 1: Context Aware Vision Language Ranking (CAViLR) for Multimodal Idiomaticity Understanding SEMEVAL 2025
MixANT: Observation-dependent Memory Propagation for Stochastic Dense Action Anticipation ICCV 2025
MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts ACL 2025
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025
Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing ICCV 2025