{"id":4886,"date":"2024-04-30T12:16:50","date_gmt":"2024-04-30T12:16:50","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4886"},"modified":"2024-05-11T14:08:30","modified_gmt":"2024-05-11T14:08:30","slug":"s-17-a-4","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2024\/timetable\/event\/s-17-a-4\/","title":{"rendered":"Concept-based global explainability"},"content":{"rendered":"\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table class=\"has-fixed-layout\"><thead><tr><th>Time<\/th><th>Authors<\/th><th>Title<\/th><\/tr><\/thead><tbody><tr><td>11:30:11:45<\/td><td>Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus and Korinna Bade<\/td><td>Unveiling the Anatomy of Adversarial Attacks: Concept-based XAI Dissection of CNNs<\/td><\/tr><tr><td>11:45-12:00<\/td><td>Jiayi Li, Sheetal Satheesh, Stefan Heindorf, Diego Moussallem, Ren\u00e9 Speck and Axel-Cyrille Ngonga Ngomo<\/td><td>AutoCL: AutoML for Concept Learning<\/td><\/tr><tr><td>12:00-12:15<\/td><td>Franz Motzkus, Georgii Mikriukov, Christian Hellert and Ute Schmid<\/td><td>Locally Testing Model Detections for Semantic Global Concepts<\/td><\/tr><tr><td>12:15-12:30<\/td><td>Lenka T\u011btkov\u00e1, Teresa Karen Scheidt, Maria Mandrup Fogh, Ellen Marie Gaunby J\u00f8rgensen, Finn \u00c5rup Nielsen and Lars Kai Hansen<\/td><td>Knowledge graphs for empirical concept retrieval<\/td><\/tr><tr><td>12:30-12:45<\/td><td>Jonas Teufel and Pascal Friederich<\/td><td>Global Concept Explanations for Graphs by Contrastive Learning<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 11:30:11:45 Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus and Korinna Bade Unveiling the Anatomy of Adversarial Attacks: Concept-based XAI Dissection of CNNs 11:45-12:00 Jiayi Li, Sheetal Satheesh, Stefan Heindorf, Diego Moussallem, Ren\u00e9 Speck and Axel-Cyrille Ngonga Ngomo AutoCL: AutoML for Concept Learning 12:00-12:15 Franz Motzkus, Georgii Mikriukov, Christian Hellert and Ute Schmid Locally &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4886","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event\/4886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event"}],"about":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/types\/mp-event"}],"author":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/comments?post=4886"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/media?parent=4886"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event_category?post=4886"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event_tag?post=4886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}