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

PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025
Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025
From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents ACL 2025
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation CVPR 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025
Unifying Mixture of Experts and Multi-Head Latent Attention for Efficient Language Models EMNLP 2025
MoEP: Modular Expert Paths for Sample-Efficient Language Modeling EMNLP 2025
MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora EMNLP 2025
Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning EMNLP 2025
SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling EMNLP 2025
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper EMNLP 2025
FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter EMNLP 2025
SEKE: Specialised Experts for Keyword Extraction EMNLP 2025
CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling EMNLP 2025
Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts EMNLP 2025
HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025
Flowering Time Prediction of Wheat from DIA-MS Data WACV 2025
Towards Long-Horizon Vision-Language-Action System: Reasoning, Acting and Memory ICCV 2025
Forensic-MoE: Exploring Comprehensive Synthetic Image Detection Traces with Mixture of Experts ICCV 2025
City-Level Foreign Direct Investment Prediction with Tabular Learning on Judicial Data IJCAI 2025
FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts IJCAI 2025
TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis AACL 2025
Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts ACL 2025