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Papers
Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification
AAAI 2026
Not All Inconsistency Is Equal: Decomposing LVLM Uncertainty into Belief Divergence and Belief Conflict
AAAI 2026
A Conflict-Guided Evidential Multimodal Fusion for Semantic Segmentation
WACV 2025
Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined
AAAI 2025
Trusted Multi-View Classification with Expert Knowledge Constraints
ICML 2025
Uncertainty Regularized Evidential Regression
AAAI 2024
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval
NeurIPS 2023
Trusted Fine-Grained Image Classification through Hierarchical Evidence Fusion
AAAI 2023
Trustworthy Long-Tailed Classification
CVPR 2022
Using hierarchies to efficiently combine evidence with Dempster’s rule of combination
UAI 2022
Trusted Multi-View Classification
ICLR 2021
Dempster-Shafer Theoretic Learning of Indirect Speech Act Comprehension Norms
AAAI 2020
Handling Uncertainty in Recommender Systems under the Belief Function Theory
IJCAI 2018
Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations
IJCAI 2017
Resolution of Referential Ambiguity in Human-Robot Dialogue Using Dempster-Shafer Theoretic Pragmatics
RSS 2017