Peer-Reviewed AI Research Publications: 2019-2024
In the last few years, the AIOZ team has released a wide range of peer-reviewed Rank-A research papers to foster the growth and development of Artificial Intelligence.
In this write-up, we briefly highlight all the AI-focused research papers released by the AIOZ team from 2019 till date:
1.) Addressing Non-IID Problem in Federated Learning for Autonomous Driving with Contrastive Divergence:
This research paper was published in March 2023 and was recently accepted as the top-ranking submission at the renowned International Conference on Robotics and Automation (#ICRA) 2024.
URL => https://2024.ieee-icra.org/
2.) Style Transfer for 2D Talking Head Animation:This research paper was published in March 2023 and was accepted at the Conference on Computer Vision and Pattern Recognition (#CVPR) 2024. URL => https://cvpr.thecvf.com/
3.) Fine-Grained Visual Classification using Self Assessment Classifier:This research paper was published in May 2022 and has been accepted at the IEEE Conference on Artificial Intelligence (#CAI) 2024. URL => https://ieeecai.org/2024/
4.) Controllable Group Choreography using Contrastive Diffusion:This research paper was published in November 2023 and accepted at the SIGGRAPH Asia Conference 2023. URL => https://asia.siggraph.org/2023/
5.) Reducing Training Time in Cross-Silo Federated Learning using Multigraph Topology:This research paper was published in July 2022 and was accepted at the International Conference on Computer Vision (#ICCV) 2023. URL => https://iccv2023.thecvf.com/
6.) Music-Driven Group Choreography:This research paper was published in March 2023 and accepted at the Conference on Computer Vision and Pattern Recognition (#CVPR) 2023. URL => https://openaccess.thecvf.com/CVPR2023
7.) Uncertainty-aware Label Distribution Learning for Facial Expression Recognition:This research paper was published in 2023 and was accepted at the Winter Conference on Applications of Computer Vision (#WACV) in 2023. URL => https://wacv2023.thecvf.com/home
8.) Coarse-to-Fine Reasoning for Visual Question Answering:This research paper was published in 2022 and was accepted at the Conference on Computer Vision and Pattern Recognition (#CVPR) in 2022. URL => https://cvpr2022.thecvf.com/
9.) Deep Federated Learning for Autonomous Driving:This research paper was published in April 2022 and accepted at the IEEE Intelligent Vehicles Symposium (#IV) 2022. URL => https://iv2022.com/
10.) Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge:This research paper was published in October 2021 and posted in the IEEE Transactions on Medical Imaging (TMI) journal. URL => https://www.ieeetmi.org/
11.) Multiple Meta-model Quantifying for Medical Visual Question Answering:This research paper was published in June 2021 and was accepted at the Medical Image Computing and Computer Assisted Intervention (#MICCAI) Conference 2021. URL => https://www.miccai2021.org/en/
12.) Graph-based Person Signature for Person Re-Identifications:This research paper was published in 2021 and was accepted at the Conference on Computer Vision and Pattern Recognition (#CVPR) in 2021. URL => https://cvpr2021.thecvf.com/
13.) Deep Metric Learning Meets Deep Clustering - A Novel Unsupervised Approach for Feature Embedding:This research paper was published in September 2020 and accepted at the British Machine Vision Conference (#BMVC) 2020. URL => https://www.bmvc2020-conference.com/
14.) Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering:
This research paper was published in September 2020 and accepted at the European Conference on Computer Vision (#ECCV) 2020. URL => https://eccv2020.eu/
15.) Autonomous Navigation in Complex Environments with Deep Multimodal Fusion Network:This research paper was published in July 2020 and was accepted at the International Conference on Intelligent Robots and Systems (#IROS) 2020. URL => IROS 2020 - Las Vegas, USA (ieee.org)
16.) Beetlebot - A Multi-Purpose AI-Driven Mobile Robot for Realistic Environments:This research paper was published in 2020 and was posted by the UK Robotics & Autonomous Systems (UK-RAS) Network. URL => https://www.ukras.org.uk/publications/ras-proceedings/UKRAS20/pp1-2
17.) Overcoming Data Limitations in Medical Visual Question Answering:This research paper was published in September 2019 and was accepted at the Medical Image Computing and Computer Assisted Intervention (#MICCAI) Conference 2019. URL => https://link.springer.com/book/10.1007/978-3-030-32239-7
18.) Object captioning and retrieval with natural language:This research paper was published in March 2018 and accepted at the International Conference on Computer Vision (#ICCV) 2019. URL => https://iccv2019.thecvf.com/
19.) Compact trilinear interaction for visual question answering:This research paper was published in 2019 and accepted at the International Conference on Computer Vision (#ICCV) 2019. URL=> https://iccv2019.thecvf.com/
With 19 AI-focused Peer-Reviewed Rank A Research Papers released within five years and accepted at prestigious global AI conferences, the AIOZ team's expertise in Artificial Intelligence is undeniable and evident to all.
We have used this expertise to build the soon-to-be-released AIOZ Web3 AI (W3AI) service, a disruptive solution that would usher in a new era of decentralized AI computing.
If you would like to learn more about AIOZ W3AI, you can download its vision paper using the link below:
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