| VisualGPT: Data-efficient adaptation of pretrained language models for image captioning J Chen, H Guo, K Yi, B Li, M Elhoseiny 2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 | 43* | 2022 |
| Feature selective small object detection via knowledge-based recurrent attentive neural network K Yi, Z Jian, S Chen, N Zheng Technical Report, 2018 | 14* | 2018 |
| EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization L Condat, K Yi, P Richtárik Neural Information Processing Systems (NeurIPS), 2022, 2022 | 8 | 2022 |
| Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning G Malinovsky, K Yi, P Richtárik Neural Information Processing Systems (NeurIPS), 2022, 2022 | 6 | 2022 |
| CIZSL++: Creativity Inspired Generative Zero-Shot Learning M Elhoseiny, K Yi, M Elfeki PAMI Major Revision, 2022 | 5 | 2022 |
| Exploring hierarchical graph representation for large-scale zero-shot image classification K Yi, X Shen, Y Gou, M Elhoseiny European Conference on Computer Vision (ECCV), 2022, 2022 | 3 | 2022 |
| Language-Guided Imaginative Walks: Generative Random Walk Deviation Loss for Unseen Class Recognition using Text K Yi, D Jha, I Skorokhodov, M Elhoseiny CVPR 2022, L3D-IVU Workshop, 2022 | 3* | 2022 |
| Unsupervised Domain Alignment Based Open Set Structural Recognition of Macromolecules Captured By Cryo-Electron Tomography Y Zeng, G Howe, K Yi, X Zeng, J Zhang, YW Chang, M Xu 2021 IEEE International Conference on Image Processing (ICIP), 106-110, 2021 | 2 | 2021 |
| Affine LBG For Codebook Training of Univariate Linear Representation T Dong, J Wang, M Yang, K Yi, N Zheng 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 2 | 2018 |
| Cognition-based deep learning: Progresses and perspectives K Yi, S Chen, Y Chen, C Xia, N Zheng Artificial Intelligence Applications and Innovations: 14th IFIP WG 12.5 …, 2018 | 2 | 2018 |
| Domain-aware continual zero-shot learning K Yi, M Elhoseiny arXiv preprint arXiv:2112.12989, 2021 | 1 | 2021 |
| Disentangling semantic features of macromolecules in Cryo-Electron Tomography K Yi, J Pang, Y Zhang, X Zeng, M Xu Technical Report, 2021 | 1 | 2021 |
| Creative Walk Adversarial Networks: Novel Art Generation with Probabilistic Random Walk Deviation from Style Norms D Jha, K Yi, I Skorokhodov, M Elhoseiny International Conference on Computational Creativity (ICCC), 2022, 2022 | | 2022 |
| WilliamYi96/HGR-Net: Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification. ECCV 2022. K Yi, X Shen, Y Gou, M Elhoseiny Github, 2022 | | 2022 |
| Vision-CAIR/VisualGPT: CVPR 2022 Proceeding J Chen, H Guo, K Yi, B Li, M Elhoseiny Github, 2021 | | 2021 |
| Experimental Analysis of Legendre Decomposition in Machine Learning J Pang, K Yi, W Yin, M Xu Technical Report, 2020 | | 2020 |
| Continual Zero-shot Learning through Semantically Guided Generative Random Walks W Zhang, P Janson, K Yi, D Jha, I Skorokhodov, M Elhoseiny | | |
| VisualGPT Supplementary J Chen, H Guo, K Yi, B Li, M Elhoseiny | | |
Mohamed Elhoseiny, Ph.D.Assistant Professor, KAUST (hiring postdocs & grad students)Email confirmado em kaust.edu.sa
