conftrace_

evidence theory

17 papers

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Co-occurring keywords

uncertainty quantification (1393) dempster-shafer theory (13) multi-view classification (15) uncertainty estimation (648) multi-view learning (391) evidential deep learning (23) belief function (6) neural network (6616) opinion aggregation (5) autonomous driving (1142)

Papers

Evidential Semantic Entropy for LLM Uncertainty Quantification EACL 2026
EvOcc: Accurate Semantic Occupancy for Automated Driving Using Evidence Theory CVPR 2025
Hierarchical Classification Auxiliary Network for Time Series Forecasting AAAI 2025
Enhancing Multi-View Classification Reliability with Adaptive Rejection AAAI 2025
Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025
Reliable Conflictive Multi-View Learning AAAI 2024
The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution AAAI 2024
Accurate Training Data for Occupancy Map Prediction in Automated Driving Using Evidence Theory CVPR 2024
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection NIPS 2024
Trusted Fine-Grained Image Classification through Hierarchical Evidence Fusion AAAI 2023
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval NIPS 2023
Safe Multi-View Deep Classification AAAI 2023
Reliable and Interpretable Personalized Federated Learning CVPR 2023
Trusted Multi-View Deep Learning with Opinion Aggregation AAAI 2022
Using hierarchies to efficiently combine evidence with Dempster’s rule of combination UAI 2022
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