Imagen de Portada

More Is Better: A MoE-Based Emotion Recognition Framework with Human Preference Alignment

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Xie, Jun, Zhu, Yingjian, Chen, Feng, Zhang, Zhenghao, Fan, Xiaohui, Yi, Hongzhu, Wang, Xinming, Yu, Chen, Bi, Yue, Zhao, Zhaoran, Guan, Xiongjun, Wang, Zhepeng
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Four Eyes Are Better Than Two: Harnessing the Collaborative Potential of Large Models via Differentiated Thinking and Complementary Ensembles
por: Xie, Jun, et al.
Publicado: (2025)

Team of One: Cracking Complex Video QA with Model Synergy
por: Xie, Jun, et al.
Publicado: (2025)

Multimodal Video Emotion Recognition with Reliable Reasoning Priors
por: Wang, Zhepeng, et al.
Publicado: (2025)

Dynamic Deep Graph Learning for Incomplete Multi-View Clustering with Masked Graph Reconstruction Loss
por: Zhang, Zhenghao, et al.
Publicado: (2025)

PMoL: Parameter Efficient MoE for Preference Mixing of LLM Alignment
por: Liu, Dongxu, et al.
Publicado: (2024)

Hierarchical MoE: Continuous Multimodal Emotion Recognition with Incomplete and Asynchronous Inputs
por: Zhu, Yitong, et al.
Publicado: (2025)

MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models
por: Wang, Xinming, et al.
Publicado: (2025)

Collaborative Compression for Large-Scale MoE Deployment on Edge
por: Chen, Yixiao, et al.
Publicado: (2025)

PCIE_Pose Solution for EgoExo4D Pose and Proficiency Estimation Challenge
por: Chen, Feng, et al.
Publicado: (2025)

CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition
por: Li, Jiang, et al.
Publicado: (2023)

Advancing Expert Specialization for Better MoE
por: Guo, Hongcan, et al.
Publicado: (2025)

InterMoE: Individual-Specific 3D Human Interaction Generation via Dynamic Temporal-Selective MoE
por: Wang, Lipeng, et al.
Publicado: (2025)

FloE: On-the-Fly MoE Inference on Memory-constrained GPU
por: Zhou, Yuxin, et al.
Publicado: (2025)

ExpressNet-MoE: A Hybrid Deep Neural Network for Emotion Recognition
por: Banerjee, Deeptimaan, et al.
Publicado: (2025)

Sigma-MoE-Tiny Technical Report
por: Hu, Qingguo, et al.
Publicado: (2025)

Safe MPC Alignment with Human Directional Feedback
por: Xie, Zhixian, et al.
Publicado: (2024)

Harder Tasks Need More Experts: Dynamic Routing in MoE Models
por: Huang, Quzhe, et al.
Publicado: (2024)

RPO:Reinforcement Fine-Tuning with Partial Reasoning Optimization
por: Yi, Hongzhu, et al.
Publicado: (2026)

OD-MoE: On-Demand Expert Loading for Cacheless Edge-Distributed MoE Inference
por: Wang, Liujianfu, et al.
Publicado: (2025)

Orthogonal Disentanglement with Projected Feature Alignment for Multimodal Emotion Recognition in Conversation
por: Che, Xinyi, et al.
Publicado: (2025)

LLaDA-MoE: A Sparse MoE Diffusion Language Model
por: Zhu, Fengqi, et al.
Publicado: (2025)

Joint Identity Verification and Pose Alignment for Partial Fingerprints
por: Guan, Xiongjun, et al.
Publicado: (2024)

Reward-Augmented Data Enhances Direct Preference Alignment of LLMs
por: Zhang, Shenao, et al.
Publicado: (2024)

WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering
por: Zhu, Yingjian, et al.
Publicado: (2026)

PhyG-MoE: A Physics-Guided Mixture-of-Experts Framework for Energy-Efficient GNSS Interference Recognition
por: Zeng, Zhihan, et al.
Publicado: (2026)

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts
por: Wu, Haoyuan, et al.
Publicado: (2025)

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs
por: Tang, Yehui, et al.
Publicado: (2025)

MoE-Prefill: Zero Redundancy Overheads in MoE Prefill Serving
por: Su, Zhaoyuan, et al.
Publicado: (2026)

MoETTA: Test-Time Adaptation Under Mixed Distribution Shifts with MoE-LayerNorm
por: Fan, Xiao, et al.
Publicado: (2025)

MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing
por: Ma, Haiyue, et al.
Publicado: (2025)

GazeFormer-MoE: Context-Aware Gaze Estimation via CLIP and MoE Transformer
por: Zhao, Xinyuan, et al.
Publicado: (2026)

eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking
por: Chen, Yucheng, et al.
Publicado: (2024)

Deconstructing Pre-training: Knowledge Attribution Analysis in MoE and Dense Models
por: Wang, Bo, et al.
Publicado: (2026)

Improving Multimodal Emotion Recognition by Leveraging Acoustic Adaptation and Visual Alignment
por: Zhao, Zhixian, et al.
Publicado: (2024)

More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment
por: Wang, Yifan, et al.
Publicado: (2025)

EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
por: Lian, Zheng, et al.
Publicado: (2025)

SP-MoE: Speculative Decoding and Prefetching for Accelerating MoE-based Model Inference
por: Chen, Liangkun, et al.
Publicado: (2025)

GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory
por: Wu, Haoze, et al.
Publicado: (2024)

M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture
por: Lei, Hongyang, et al.
Publicado: (2024)

MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences
por: Wang, Weitao, et al.
Publicado: (2024)