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Multimodality in VR: A Survey [PDF]
ACM Computing Surveys, 2021 Virtual reality (VR) is rapidly growing, with the potential to change the way we create and consume content. In VR, users integrate multimodal sensory information they receive to create a unified perception of the virtual world. In this survey, we review
Daniel Martin +4 more
semanticscholar +7 more sources
Multimodal Reasoning with Multimodal Knowledge Graph [PDF]
arXivMultimodal reasoning with large language models (LLMs) often suffers from hallucinations and the presence of deficient or outdated knowledge within LLMs. Some approaches have sought to mitigate these issues by employing textual knowledge graphs, but their singular modality of knowledge limits comprehensive cross-modal understanding.
Lee, Junlin +3 more
arxiv +3 more sources
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality [PDF]
arXiv.org, 2023 Large language models (LLMs) have demonstrated impressive zero-shot abilities on a variety of open-ended tasks, while recent research has also explored the use of LLMs for multi-modal generation.
Qinghao Ye +16 more
semanticscholar +1 more source
Generative Pretraining in Multimodality [PDF]
International Conference on Learning Representations, 2023 We present Emu, a Transformer-based multimodal foundation model, which can seamlessly generate images and texts in multimodal context. This omnivore model can take in any single-modality or multimodal data input indiscriminately (e.g., interleaved image,
Quan Sun +9 more
semanticscholar +1 more source
MVP: Multimodality-guided Visual Pre-training [PDF]
European Conference on Computer Vision, 2022 Recently, masked image modeling (MIM) has become a promising direction for visual pre-training. In the context of vision transformers, MIM learns effective visual representation by aligning the token-level features with a pre-defined space (e.g., BEIT ...
Longhui Wei +4 more
semanticscholar +1 more source
Roadmap on multimode photonics [PDF]
Journal of Optics, 2022 Abstract Multimode devices and components have attracted considerable attention in the last years, and different research topics and themes have emerged very recently. The multimodality can be seen as an additional degree of freedom in designing devices, thus allowing for the development of more complex and sophisticated components.
Cristiani, I +29 more
openaire +7 more sources
Semiotic Multimodality Communication in The Age of New Media
Studies in Media and Communication, 2023 The age of new media is changing the social order of communication. The availability of the widest access for internet users to communicate without time and region limitations is a feature of this digital media era.
Muhammad Hasyim, Burhanuddin Arafah
semanticscholar +1 more source
The Impact of Coronary Artery Calcification on Long-Term Cardiovascular Outcomes
Journal of Interdisciplinary Medicine, 2021 Decades of research and experimental studies have investigated various strategies to prevent acute coronary events. However, significantly efficient preventive methods have not been developed and still remains a challenge to determine if a coronary ...
Mitra Noémi +5 more
doaj +1 more source
Journal of Interdisciplinary Medicine, 2021 Background: Coronavirus disease 2019 (COVID-19) has emerged as a pandemic and public health crisis of an unprecedent effect. Clinical studies reported an association between COVID-19 and cardiovascular disease, whereas COVID-19 itself can induce ...
Oltean Péter Balázs +4 more
doaj +1 more source
Thoracic Cancer, 2021 Immune checkpoint inhibitors (ICIs) have achieved prominent efficacy in the treatment of numerous cancers, which is the most significant breakthrough in cancer therapy in recent years.
Yi‐hui Li +8 more
doaj +1 more source