trans_learn:reading_group_2023
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Medical Meta Transfer Learning Reading Group
A biweekly reading group to discuss recent or classical papers on transfer learning methodologies and their applications on medical tasks. Other interesting theory topics are also welcomed.
Time: Wednesday 8:30 p.m. (GMT+8)
04/12/2023
- Presenter: Wu Yanru
- Paper: Auxiliary Task Reweighting for Minimum-data Learning (Shi, NeurIPS 2020)
- Slides: auxiliary_task_reweighting.pptx
04/26/2023
- Presenter: Duan Shutong
- A Brief Research in Semantic Segmentation with Multisource
- Slides:brief_literature_review.pptx
05/10/2023
- Presenter: Zhao Zixi
- Paper: Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management (Song, IEEE Robotics and Automation Letters 2022)
- Slides: slides_xinyi1029.pdf
05/24/2023
- Presenter: Lai Jiahao
- Paper: Variational Continual Learning (Nguyen, ICLR 2018)
- Slides: zhiyuan_bayes_ml.pdf
06/21/2023
- Presenter: Wu Yanru
- Paper: A Geometric Analysis of Neural Collapse with Unconstrained Features (Zhu and Ding, NeurIPS 2021)
07/05/2023
- Presenter: Zhao Zixi
- Paper: Mad Max: Affine Spline Insights into Deep Learning (Balestriero, expanded from ICML 2018)
- Slides: 7.5_pre.pptx
07/19/2023
- Presenter: Dong Caixia
- High-quality coronary artery segmentation via fuzzy logic modeling coupled with dynamic graph convolutional network
08/02/2023
- Presenter: Duan Shutong; Zhang Enming
- Paper: Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation (Han, AAAI 2023)
- Slides:
08/16/2023
- Presenter 1: Wang Jingge
- Paper: TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network (Fan, IEEE Transactions on Medical Imaging 2022)
- Presenter 2: Zhao Zixi
- Paper: Max-Affine Spline Insights Into Deep Network Pruning (You and Balestriero, Transactions on Machine Learning Research 2022)
- Slides:
08/30/2023
- Presenter 1: Yang Jingyun
- Paper: TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network (Fan, IEEE Transactions on Medical Imaging 2022)
- Slides:
- Presenter 2: Chen Xuechao
- Paper: Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts (Liu, ICLR 2023)
- Slides:
trans_learn/reading_group_2023.1693820726.txt.gz · Last modified: 2023/09/04 05:45 by wuyr