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| courses:wshop:topics:tematy2025wiosna [2025/03/14 07:51] – [[SBK] Explainable Hyperparameter optimization in anomaly detection] admin | courses:wshop:topics:tematy2025wiosna [2025/03/27 11:40] (current) – [[JKO] Challenge submission: AI-generated text detection] jeremi | ||
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| ==== [KKT] Measure of name resemblance between languages ==== | ==== [KKT] Measure of name resemblance between languages ==== | ||
| - | * **Student: | + | * **Student: |
| * **Namespace in the wiki:** [[..: | * **Namespace in the wiki:** [[..: | ||
| * **The goal of the project:** Create an algorithm that for a given string – a name of a person – and a given collection of strings – names of persons – finds a given number of members of the latter that exhibit the greatest resemblance to the former | * **The goal of the project:** Create an algorithm that for a given string – a name of a person – and a given collection of strings – names of persons – finds a given number of members of the latter that exhibit the greatest resemblance to the former | ||
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| ==== [KKT] "My ladies, do you really need it? Women of the Jagiellonian University" | ==== [KKT] "My ladies, do you really need it? Women of the Jagiellonian University" | ||
| - | * **Student: | + | * **Student: |
| - | * **Namespace in the wiki:** [[..: | + | * **Namespace in the wiki:** [[..: |
| * **The goal of the project:** Create the knowledge base for the exhibition from JU Museum | * **The goal of the project:** Create the knowledge base for the exhibition from JU Museum | ||
| * **Technology: | * **Technology: | ||
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| ==== [JKO] Challenge submission: AI-generated text detection | ==== [JKO] Challenge submission: AI-generated text detection | ||
| - | * **Student: | + | * **Student: |
| * **Namespace in the wiki:** [[..: | * **Namespace in the wiki:** [[..: | ||
| * **The goal of the project:** Tune and prepare existing code for submission in an open challenge | * **The goal of the project:** Tune and prepare existing code for submission in an open challenge | ||
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| ==== [SBK] Counterfactual explanations in anomaly detection for images ==== | ==== [SBK] Counterfactual explanations in anomaly detection for images ==== | ||
| - | * **Student: | + | * **Student: |
| * **Namespace in the wiki: | * **Namespace in the wiki: | ||
| * **The goal of the project:** Investigate possibilities of counterfactual explanations for images in highly imbalanced datasets | * **The goal of the project:** Investigate possibilities of counterfactual explanations for images in highly imbalanced datasets | ||
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| ==== [SBK] Semi-supervised anomaly detection evaluation==== | ==== [SBK] Semi-supervised anomaly detection evaluation==== | ||
| - | * **Student: | + | * **Student: |
| - | * **Namespace in the wiki: | + | * **Namespace in the wiki: |
| * **The goal of the project:** Prepare a Notebook that will test semi-supervised anomaly detection method on MVTec dataset | * **The goal of the project:** Prepare a Notebook that will test semi-supervised anomaly detection method on MVTec dataset | ||
| * **Technology: | * **Technology: | ||
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| ==== [SBK] Survey in the area of multimodal explanations for time-seris==== | ==== [SBK] Survey in the area of multimodal explanations for time-seris==== | ||
| * **Student: | * **Student: | ||
| - | * **Namespace in the wiki: | + | * **Namespace in the wiki: |
| * **The goal of the project:** Prepare a Notebook that will demonstrate usage of a selected multimodal models for time-series classification or regression. | * **The goal of the project:** Prepare a Notebook that will demonstrate usage of a selected multimodal models for time-series classification or regression. | ||
| * **Technology: | * **Technology: | ||