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Ran Tao
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Year
Seeing small faces from robust anchor's perspective
C Zhu, R Tao, K Luu, M Savvides
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1452018
SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning
H Chen, R Tao, Y Fan, Y Wang, J Wang, B Schiele, X Xie, B Raj, ...
arXiv preprint arXiv:2301.10921, 2023
1022023
Usb: A unified semi-supervised learning benchmark for classification
Y Wang, H Chen, Y Fan, W Sun, R Tao, W Hou, R Wang, L Yang, Z Zhou, ...
Advances in Neural Information Processing Systems 35, 3938-3961, 2022
782022
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
H Chen, R Tao, H Zhang, Y Wang, W Ye, J Wang, G Hu, M Savvides
arXiv preprint arXiv:2208.07463, 2022
352022
Powering Finetuning in Few-shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling
R Tao, H Zhang, Y Zheng, M Savvides
arXiv preprint arXiv:2204.03749, 2022
17*2022
Usb: A unified semi-supervised learning benchmark
Y Wang, H Chen, Y Fan, W Sun, R Tao, W Hou, R Wang, L Yang, Z Zhou, ...
Conference on Neural Information Processing Systems (NeurIPS), 2022
122022
Unsupervised Disentanglement of Linear-Encoded Facial Semantics
Y Zheng, YK Huang, R Tao, Z Shen, M Savvides
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
122021
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
H Chen, A Shah, J Wang, R Tao, Y Wang, X Xie, M Sugiyama, R Singh, ...
arXiv preprint arXiv:2305.12715, 2023
82023
System and method for the automatic enrollment of object images into a gallery
M Savvides, C Zhu, F Chen, U Ahmed, R Tao
US Patent 11,915,463, 2024
52024
Is pose really solved? a frontalization study on off-angle face matching
D Pal, C Bhagavatula, Y Zheng, R Tao, M Savvides
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 2058-2067, 2019
52019
UNDERSTANDING AND MITIGATING THE LABEL NOISE IN PRE-TRAINING ON DOWNSTREAM TASKS
H Chen, J Wang, A Shah, R Tao, H Wei, X Xie, M Sugiyama, B Raj
arXiv preprint arXiv:2309.17002, 2023
42023
Learning with Noisy Foundation Models
H Chen, J Wang, Z Wang, R Tao, H Wei, X Xie, M Sugiyama, B Raj
arXiv preprint arXiv:2403.06869, 2024
22024
Boosting Transductive Few-Shot Fine-Tuning With Margin-Based Uncertainty Weighting and Probability Regularization
R Tao, H Chen, M Savvides
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
22023
System and method for associating products and product labels
S Skaff, M Savvides, U Ahmed, S Nallamothu, R Tao, N Mohan
US Patent App. 17/425,290, 2022
22022
System and method for identifying misplaced products in a shelf management system
M Savvides, S Nallamothu, M Kannan, U Ahmed, R Tao, Y Zheng
US Patent App. 17/400,996, 2022
22022
SYSTEM AND METHOD FOR DOMAIN-AGNOSTIC BIAS REDUCTION WITH SELECTED SAMPLING FOR FEW-SHOT LEARNING
R Tao, M Savvides
US Patent App. 18/267,540, 2024
2024
System and method for unsupervised object deformation using feature map-level data augmentation
R Tao, M Savvides, H Zhang
US Patent App. 18/267,543, 2024
2024
System and method for improved few-shot object detection using a dynamic semantic network
M Savvides, C Zhu, F Chen, U Ahmed, R Tao
US Patent App. 18/266,744, 2024
2024
Towards Learning with Limited Supervision: Efficient Few-shot and Semi-supervised Classification for Vision Tasks
R Tao
Carnegie Mellon University, 2023
2023
Few-shot object detection using semantic relation reasoning
M Savvides, C Zhu, F Chen, U Ahmed, R Tao
US Patent App. 17/408,674, 2022
2022
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