Difference between revisions of "CSE 7300 Research Seminar"

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Melanie
 
Melanie
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F. Cheng et al., "VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models," in IEEE Transactions on Visualization and Computer Graphics, vol. 28, no. 1, pp. 378-388, Jan. 2022, doi: 10.1109/TVCG.2021.3114836.
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https://arxiv.org/pdf/2108.02550.pdf
  
 
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Revision as of 21:52, 15 February 2023

  • Theme: AI and IoT for Medicine (AIM)
  • Instructor: Prof. Chenyang Lu
  • Semester: Spring 2023
  • Time: Wednesday at 11am-12pm
  • Location: McKelvey 1030
  • Recommended sources: NeurIPS ([1]), ICML ([2]), AAAI ([3]), SIGKDD ([4]), IJCAI ([5]), IMWUT ([6]), HEALTH ([7]), Digital Medicine ([8]), Lancet Digital Health ([9]), SenSys, MobiSys, MobiCom

Presentation Schedule

---Jan 25 ---

Jaehwan

Jeong, Joo Seong, et al. "Band: coordinated multi-DNN inference on heterogeneous mobile processors." Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services. 2022.[10]

---Feb 01 ---

Hanyang

Contrastive multiview learning and its applications

Tian, Yonglong, Dilip Krishnan, and Phillip Isola. "Contrastive multiview coding." Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XI 16. Springer International Publishing, 2020.

Other related papers:

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training

Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition

Multi-level Feature Learning for Contrastive Multi-view Clustering

---Feb 08 ---

Ziqi

Mingcheng Chen. et al. Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction. In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD ’21). Association for Computing Machinery, New York, NY, USA, 2663–2673.[11]

---Feb 15 ---

Ruiqi

Chao-Yuan Wu, Yanghao Li, Karttikeya Mangalam, Haoqi Fan, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer; MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 13587-13597

---Feb 22 ---

Melanie

F. Cheng et al., "VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models," in IEEE Transactions on Visualization and Computer Graphics, vol. 28, no. 1, pp. 378-388, Jan. 2022, doi: 10.1109/TVCG.2021.3114836. https://arxiv.org/pdf/2108.02550.pdf

---Mar 01 ---

Jingwen

---Mar 08 ---

Andrew

---Mar 15 ---

Spring Break

---Mar 22 ---

Hangyue

---Mar 29 ---

---Apr 05 ---

Ye

---Apr 12 ---

Bing

---Apr 19 ---

---Apr 26 ---

Previous Semesters

Previous Lab Meetings