logseq/assets/icse2023-poster-paper6_1676762920568_0.edn

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objects in the images to become OOD using three semantic-preserving image mutations – object deletion,"}, :properties {:color "green"}} {:id #uuid "63f1cbbc-4a1a-491e-8465-8b576e2c949d", :page 1, :position {:bounding {:x1 0, :y1 286, :x2 480.06463623046875, :y2 508.77606201171875, :width 979.1999999999999, :height 1267.1999999999998}, :rects ({:x1 0, :y1 286, :x2 0, :y2 305.66668701171875, :width 979.1999999999999, :height 1267.1999999999998} {:x1 363.6393737792969, :y1 476.8333435058594, :x2 480.06463623046875, :y2 492.8333435058594, :width 979.1999999999999, :height 1267.1999999999998} {:x1 78.33854675292969, :y1 492.77606201171875, :x2 140.04208374023438, :y2 508.77606201171875, :width 979.1999999999999, :height 1267.1999999999998}), :page 1}, :content {:text "class-level fairness violations"}, :properties {:color "yellow"}} {:id #uuid "63f1cbf5-4d2f-474f-90fc-a16954ce93b3", :page 1, :position {:bounding {:x1 196.66876220703125, :y1 636.3125, :x2 309.39630126953125, :y2 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rate higher than mean error rate across all classes would then be tagged as being unfairly treated."}, :properties {:color "green"}} {:id #uuid "63f1d113-6008-4087-8c2c-a6b7027135d8", :page 2, :position {:bounding {:x1 0, :y1 632.3999938964844, :x2 680.1453857421875, :y2 1168.0476379394531, :width 1387.2, :height 1795.2}, :rects ({:x1 0, :y1 632.3999938964844, :x2 0, :y2 654.6889038085938, :width 1387.2, :height 1795.2} {:x1 0, :y1 650.5333404541016, :x2 0, :y2 672.8222351074219, :width 1387.2, :height 1795.2} {:x1 603.787353515625, :y1 1088.5430603027344, :x2 680.1453857421875, :y2 1113.8542175292969, :width 1387.2, :height 1795.2} {:x1 110.9840316772461, :y1 1115.6368103027344, :x2 680.1436386108398, :y2 1140.9479675292969, :width 1387.2, :height 1795.2} {:x1 110.9840316772461, :y1 1142.7365417480469, :x2 615.1887741088867, :y2 1168.0476379394531, :width 1387.2, :height 1795.2}), :page 2}, :content {:text "Classes exhibiting an error rate higher than mean error rate across all classes would then be tagged as being unfairly treated"}, :properties {:color "green"}} {:id #uuid "63f1d116-a003-43fe-883d-cd87098c8183", :page 2, :position {:bounding {:x1 0, :y1 632.3999938964844, :x2 680.1453857421875, :y2 1168.0476379394531, :width 1387.2, :height 1795.2}, :rects ({:x1 0, :y1 632.3999938964844, :x2 0, :y2 654.6889038085938, :width 1387.2, :height 1795.2} {:x1 0, :y1 650.5333404541016, :x2 0, :y2 672.8222351074219, :width 1387.2, :height 1795.2} {:x1 619.287841796875, :y1 1088.5430603027344, :x2 680.1453857421875, :y2 1113.8542175292969, :width 1387.2, :height 1795.2} {:x1 110.9840316772461, :y1 1115.6368103027344, :x2 680.1436386108398, :y2 1140.9479675292969, :width 1387.2, :height 1795.2} {:x1 110.9840316772461, :y1 1142.7365417480469, :x2 620.9960250854492, :y2 1168.0476379394531, :width 1387.2, :height 1795.2}), :page 2}, :content {:text "lasses exhibiting an error rate higher than mean error rate across all classes would then be tagged as being unfairly treated."}, :properties {:color "green"}} {:id #uuid "63f1d13d-100d-4d73-8454-204ba1ce3d0a", :page 2, :position {:bounding {:x1 0, :y1 718.0000152587891, :x2 480.03509521484375, :y2 1015.6094055175781, :width 979.1999999999999, :height 1267.1999999999998}, :rects ({:x1 0, :y1 718.0000152587891, :x2 0, :y2 737.6666870117188, :width 979.1999999999999, :height 1267.1999999999998} {:x1 345.21649169921875, :y1 978.8125305175781, :x2 480.03509521484375, :y2 996.4792175292969, :width 979.1999999999999, :height 1267.1999999999998} {:x1 78.33854675292969, :y1 997.9427185058594, :x2 308.99359130859375, :y2 1015.6094055175781, :width 979.1999999999999, :height 1267.1999999999998}), :page 2}, :content {:text "DISTROFAIR induce class-level group fairness violation."}, :properties {:color "green"}} {:id #uuid "63f1d146-8587-4e74-b403-5f0cedc9a67d", :page 2, :position {:bounding {:x1 329.828125, :y1 1036.625, :x2 480.0355224609375, :y2 1054.2916870117188, :width 979.1999999999999, :height 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