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Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease Classification

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Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease Classification

·7 min read·Kritanu Chattopadhyay, Sayanjit Singha Roy, Soumya Chatterjee

This paper addresses explainability challenges in deep learning models for retinal disease classification from fundus images, a clinically important task.

researchcounterfactual-explanationscycleganretinal-disease-classificationexplainable-ai

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Diffusion Language Model for Recommendation

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Diffusion Language Model for Recommendation

·7 min read·Chengyi Liu, Yongqi Zhou, Junwei Pan et al.

This paper addresses fundamental limitations in large language model (LLM)-empowered recommender systems that predominantly rely on autoregressive.

researchdiffusion-language-modelgenerative-recommendationdiscrete-diffusioncollaborative-filtering

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