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EDGER: EDge-Guided with HEatmap Refinement for Generalizable Image Forgery Localization

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EDGER: EDge-Guided with HEatmap Refinement for Generalizable Image Forgery Localization

·9 min read·Minh-Khoa Le-Phan, Minh-Hoang Le, Minh-Triet Tran et al.

This paper addresses the challenge of generalizable image forgery localization (IFL) in the face of realistic text-guided inpainting manipulations that blur the boundary between authentic and synth…

researchimage-forgery-localizationfrequency-based-edge-detectionmultimodal-fusioncross-domain-generalization

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FuTCR: Future-Targeted Contrast and Repulsion for Continual Panoptic Segmentation

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FuTCR: Future-Targeted Contrast and Repulsion for Continual Panoptic Segmentation

·11 min read·Nicholas Ikechukwu, Keanu Nichols, Deepti Ghadiyaram et al.

FuTCR tackles a specific failure mode in continual panoptic segmentation: during the base step, unlabeled objects from future classes are typically collapsed into a single background category, whic…

researchcontinual-learningpanoptic-segmentationcontrastive-learningrepresentation-learning

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Power, Prescription, and Postpositivism: Considerations for collecting and representing neurodiversity demographic information in physics education research

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Power, Prescription, and Postpositivism: Considerations for collecting and representing neurodiversity demographic information in physics education research

·7 min read·Mason D. Moenter, George R. Keefe, Liam G. E. McDermott et al.

This paper critically examines the current practices around collecting and representing neurodiversity demographic information in physics education research (PER) and broader STEM education research

researchneurodiversitydemographic-dataphysics-education-researchpostpositivism

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