Cover Image

Dynamic Evidence Decoupling for Trusted Multi-view Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Ying, Liu, Lihong, Xu, Cai, Song, Xiangyu, Guan, Ziyu, Zhao, Wei
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Reliable Conflictive Multi-View Learning
by: Xu, Cai, et al.
Published: (2024)

MDGMIX: Boundary-Aware Subgraph Mixing for Multi-Domain Graph Pre-Training
by: Zheng, Ziyu, et al.
Published: (2026)

Trusted Multi-view Learning under Noisy Supervision
by: Zhang, Yilin, et al.
Published: (2024)

Discrepancy-Aware Graph Mask Auto-Encoder
by: Zheng, Ziyu, et al.
Published: (2025)

AdaMuS: Adaptive Multi-view Sparsity Learning for Dimensionally Unbalanced Data
by: Xu, Cai, et al.
Published: (2026)

Learning Fair Graph Representations with Multi-view Information Bottleneck
by: Liu, Chuxun, et al.
Published: (2025)

AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation
by: Lu, Weigang, et al.
Published: (2024)

TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments
by: Liu, Ziyu, et al.
Published: (2024)

GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection
by: Shen, Lingzhi, et al.
Published: (2024)

Injecting Imbalance Sensitivity for Multi-Task Learning
by: Zhou, Zhipeng, et al.
Published: (2025)

Manifold-based Incomplete Multi-view Clustering via Bi-Consistency Guidance
by: Wang, Huibing, et al.
Published: (2024)

UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
by: Feng, Shikun, et al.
Published: (2024)

MCLPD:Multi-view Contrastive Learning for EEG-based PD Detection Across Datasets
by: Zhang, Qian, et al.
Published: (2025)

Guardian: Decoupling Exploration from Safety in Reinforcement Learning
by: Cai, Kaitong, et al.
Published: (2025)

Efficient UAV Swarm-Based Multi-Task Federated Learning with Dynamic Task Knowledge Sharing
by: Yang, Yubo, et al.
Published: (2025)

Enhancing Trust Management System for Connected Autonomous Vehicles Using Machine Learning Methods: A Survey
by: Xu, Qian, et al.
Published: (2025)

Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation
by: Zhao, Xinjian, et al.
Published: (2024)

Trust, Don't Trust, or Flip: Robust Preference-Based Reinforcement Learning with Multi-Expert Feedback
by: Hosseini, Seyed Amir, et al.
Published: (2026)

Finetune Once: Decoupling General & Domain Learning with Dynamic Boosted Annealing
by: Tang, Yang, et al.
Published: (2025)

Discriminative Anchor Learning for Efficient Multi-view Clustering
by: Qin, Yalan, et al.
Published: (2024)

Decoupled and Divergence-Conditioned Prompt for Multi-domain Dynamic Graph Foundation Models
by: Yuan, Haonan, et al.
Published: (2026)

Boolean Satisfiability via Imitation Learning
by: Zhang, Zewei, et al.
Published: (2025)

The Illusion of Certainty: Decoupling Capability and Calibration in On-Policy Distillation
by: Zhang, Jiaxin, et al.
Published: (2026)

OptiGradTrust: Byzantine-Robust Federated Learning with Multi-Feature Gradient Analysis and Reinforcement Learning-Based Trust Weighting
by: Karami, Mohammad, et al.
Published: (2025)

Multi-fidelity Reinforcement Learning Control for Complex Dynamical Systems
by: Sun, Luning, et al.
Published: (2025)

Constraint Decoupled Latent Diffusion for Protein Backmapping
by: Han, Xu, et al.
Published: (2024)

Trust-Region Adaptive Policy Optimization
by: Su, Mingyu, et al.
Published: (2025)

Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification
by: Liu, Ziyu, et al.
Published: (2024)

Are Independently Estimated View Uncertainties Comparable? Unified Routing for Trusted Multi-View Classification
by: Zhang, Yilin, et al.
Published: (2026)

Trust Region Masking for Long-Horizon LLM Reinforcement Learning
by: Li, Yingru, et al.
Published: (2025)

Balanced Multi-view Clustering
by: Li, Zhenglai, et al.
Published: (2025)

AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification
by: Lu, Weigang, et al.
Published: (2024)

TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support
by: Wang, Jie, et al.
Published: (2023)

Fairness-Aware Multi-view Evidential Learning with Adaptive Prior
by: Chen, Haishun, et al.
Published: (2025)

Emotion and Intention Guided Multi-Modal Learning for Sticker Response Selection
by: Hu, Yuxuan, et al.
Published: (2025)

Grouter: Decoupling Routing from Representation for Accelerated MoE Training
by: Xu, Yuqi, et al.
Published: (2026)

MViewRouter: Internalizing Geometric Equivariance via Multi-view Alternating Attention for Combinatorial Routing
by: Liu, Shiyan, et al.
Published: (2026)

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE
by: Huang, Haiduo, et al.
Published: (2025)

Modality-Decoupled Online Recursive Editing
by: Li, Siyuan, et al.
Published: (2026)

DyMRL: Dynamic Multispace Representation Learning for Multimodal Event Forecasting in Knowledge Graph
by: Zhao, Feng, et al.
Published: (2026)