Sunwoong Yang
230202 (Thu) 본문
|
11:00
|
Lab arrival
|
| ~ 13:47 |
Administration work after 2023 Scitech
Documents for military service ETC after international conference.. |
| ~ 14:42 |
2023 AAICON preparation
|
| ~ 18:11 |
Deep Ensemble paper reading
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Research
[1] Deep Ensemble paper reading
- Rahaman, Rahul. "Uncertainty quantification and deep ensembles." Advances in Neural Information Processing Systems 34 (2021): 20063-20075.
- This work already adopted temp scaling for DE
- So that the meaning of my paper should be simple application of STD scaling for DE
- 1. Effects of hyperparameter M is investigated
- 2. Underconfident tendency is also observed in regression task
- 3. STD calibration is applied for regression task using DE
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