Probabilistic regression for autonomous terrain relative navigation via multi-modal feature learning
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-81377-z
Abstract: The extension of human spaceflight across an ever-expanding domain, in conjunction with intricate mission architectures demands a paradigm shift in autonomous navigation algorithms, especially for the powered descent phase of planetary landing. Deep learning architectures… read more here.
Keywords: feature learning; navigation; terrain; modal feature ... See more keywords
Sentence-level multi-modal feature learning for depression recognition
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Psychiatry"
DOI: 10.3389/fpsyt.2025.1439577
Abstract: Background The global prevalence of depression has escalated, exacerbated by societal and economic pressures. Current diagnostic methodologies predominantly utilize single-modality data, which, despite the existence of certain multi-modal strategies, often fail to effectively harness the… read more here.
Keywords: depression; multi modal; modal feature; sentence level ... See more keywords
Electromagnetic Modulation Signal Classification Using Dual-Modal Feature Fusion CNN
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24050700
Abstract: AMC (automatic modulation classification) plays a vital role in spectrum monitoring and electromagnetic abnormal signal detection. Up to now, few studies have focused on the complementarity between features of different modalities and the importance of… read more here.
Keywords: fusion; dual modal; feature fusion; modal feature ... See more keywords