Few-Shot Relation Classification Research Based on Prototypical Network and Causal Intervention
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3164688
Abstract: To improve the accuracy of the few-shot relation classification task, the research, which weakens the influence of confounder on the performance of the model and enhances the semantic representation and feature extraction ability of the… read more here.
Keywords: relation classification; shot relation; causal intervention; model ... See more keywords
Multiple Adverse Weather Conditions Adaptation for Object Detection via Causal Intervention.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2022.3166765
Abstract: Most state-of-the-art object detection methods have achieved impressive perfomrace on several public benchmarks, which are trained with high definition images. However, existing detectors are often sensitive to the visual variations and out-of-distribution data due to… read more here.
Keywords: weather; causal intervention; domain; object detection ... See more keywords