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5 Simple Visualization Techniques To Immediately Heal From Heartbreak

It can be hard dealing with a broken heart that one can't seem to heal. Here are five simple visualization techniques to help someone move on, according to relationship expert Ronnie Ann Ryan. ....

Heartbreak Hill , Ways To Never Experience Heartbreak Ever , Eal Broken Heart ,

"Question-Aware Global-Local Video Understanding Network for Audio-Visu" by Zailong Chen, Lei Wang et al.

As a newly emerging task, audio-visual question answering (AVQA) has attracted research attention. Compared with traditional single-modality (e.g., audio or visual) QA tasks, it poses new challenges due to the higher complexity of feature extraction and fusion brought by the multimodal inputs. First, AVQA requires more comprehensive understanding of the scene which involves both audio and visual information; Second, in the presence of more information, feature extraction has to be better connected with a given question; Third, features from different modalities need to be sufficiently correlated and fused. To address this situation, this work proposes a novel framework for multimodal question answering task. It characterises an audiovisual scene at both global and local levels, and within each level, the features from different modalities are well fused. Furthermore, the given question is utilised to guide not only the feature extraction at the local level but also the final fusion of ....

Audio Visual Question Answering , Data Mining , Deep Learning , Feature Extraction , Multimodal Learning , Uestion Answering Information Retrieval , Task Analysis , Video Understanding ,