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Creating pairs for control and stimulated per perturbation, and to train a model for that specific perturbation requires a substantial amount of cells. Most of the perturbation datasets that contain m…
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## 🚀 Feature Request
The following is a non-exhaustive list of perturbation-based feature attribution methods that could be added to the library:
Method name
Source
In Captum
C…
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From my perspective, this paper only discusses attacks that do not consider proposed defences. Are these purification methods themselves robust? Do these purification methods themselves guarantee outp…
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Modify perturbation methods to only modify the normalized values in `Parameter`s.
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I was unable to recover any perturbations with significant effects using the e-distance and corresponding test in the Norman et al. dataset following paper methods and suggested baselines. Following f…
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https://github.com/MadryLab/robustness/blob/a9541241defd9972e9334bfcdb804f6aefe24dc7/robustness/attacker.py#L195
Assuming that you are solving for per-datum perturbations, and not a broadcasted (or…
rsokl updated
2 years ago
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Hello, I'm really interested in your work! However, I have some questions about the adversarial attack with text perturbation. In Table 5, the adversarial attack with only perturbation on the text cou…
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- [ ] ping editors @ el (after holidays)
- [ ] outstanding computational tasks
- [ ] estimating abundance - talk about importance of doing it (going beyond OTU clustering) and survey methods, bu…
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## *Repository Creation Request*
Use this to get your experiment repository created or updated on GitHub under Virtual Labs organization.
1. #### Coordinating Institute: IIT Bombay
2. #### Appr…
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Hi there! I have several questions regarding the `oracle.suggest_mass_thresholds()` function.
1. What are the criteria to choose the appropriate `min_mass parameter value` for cell identity from a …