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Found 2 essays matching the above criteria.

1. 1. Towards gradient faithfulness and beyond

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Vincenzo Buono; Isak Åkesson; [2023]
   Keywords : XAI; Visual Explanations; CAM; Grad-CAM; Expected Grad-CAM; Hyper Expected Grad; Class Activation Maps; Explainable AI; Faithfulness; Neural Network interpretability; Hyper Resolution CAM; Super Resolution CAM; Natural Encoding;

   Abstract : The riveting interplay of industrialization, informalization, and exponential technological growth of recent years has shifted the attention from classical machine learning techniques to more sophisticated deep learning approaches; yet its intrinsic black-box nature has been impeding its widespread adoption in transparency-critical operations. In this rapidly evolving landscape, where the symbiotic relationship between research and practical applications has never been more interwoven, the contribution of this paper is twofold: advancing gradient faithfulness of CAM methods and exploring new frontiers beyond it. READ MORE

3. 2. Shifting the Burden: On the Legal Nature of the EU-Turkey Statement

   University essay from Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakulteten

   Author : Karin Åberg; [2018]
   Keywords : EU; Turkey; Readmission; Agreement; Statement; Informalization; Crisis; Law and Political Science;

   Abstract : Den 18 mars 2016 publicerade Europeiska Rådet en överenskommelse på sin hemsida. Den blev känd som ’EU-Turkiet-avtalet’ och gick ut på att asylsökande skickas tillbaka från de grekiska öarna till Turkiet. I utbyte får Turkiet bl a ekonomisk kompensation och ökade chanser till visafrihet och EU-medlemskap. READ MORE