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82 Results
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Workshop
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An interpretable data augmentation framework for improving generative modeling of synthetic clinical trial data Afrah Shafquat · Mandis Beigi · Chufan Gao · Jason Mezey · Jimeng Sun · Jacob Aptekar |
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Workshop
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Interpretable Ensemble-based Deep Learning Approach for Automated Detection of Macular Telangiectasia Type 2 by Optical Coherence Tomography Shahrzad Gholami · Lea Scheppke · Rahul Dodhia · Juan Lavista Ferres · Aaron Lee |
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Workshop
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Interpretable Alzheimer’s Disease Classification Via a Contrastive Diffusion Autoencoder. Ayodeji Ijishakin · Ahmed Abdulaal · Adamos Hadjivasiliou · Sophie Martin · James Cole |
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Poster
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Wed 17:00 |
Towards credible visual model interpretation with path attribution Naveed Akhtar · Mohammad Jalwana |
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Workshop
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Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero · Gabriele Ciravegna · Francesco Giannini · Mateo Espinosa Zarlenga · Lucie Charlotte Magister · Alberto Tonda · Pietro Lió · Frederic Precioso · Mateja Jamnik · Giuseppe Marra |
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Workshop
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Interpreting deep embeddings for disease progression clustering Anna Munoz-Farre · Antonios Poulakakis-Daktylidis · Dilini Kothalawala · Andrea Rodriguez-Martinez |
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Workshop
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Auditing for Human Expertise Rohan Alur · Loren Laine · Darrick Li · Manish Raghavan · Devavrat Shah · Dennis Shung |
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Workshop
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Learning replacement variables in interpretable rule-based models Lena Stempfle · Fredrik Johansson |
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Workshop
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ConceptEvo: Interpreting Concept Evolution in Deep Learning Training Haekyu Park · Seongmin Lee · Benjamin Hoover · Austin Wright · Omar Shaikh · Rahul Duggal · Nilaksh Das · Kevin Li · Judy Hoffman · Polo Chau |
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Workshop
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Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions Skyler Wu · Eric Shen · Charumathi Badrinath · Jiaqi Ma · Himabindu Lakkaraju |
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Poster
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Tue 17:00 |
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng · Yunfan Li · Ivor W. Tsang · Hongyuan Zhu · Jiancheng Lv · Joey Tianyi Zhou |
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Poster
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Tue 17:00 |
Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero · Gabriele Ciravegna · Francesco Giannini · Mateo Espinosa Zarlenga · Lucie Charlotte Magister · Alberto Tonda · Pietro Lió · Frederic Precioso · Mateja Jamnik · Giuseppe Marra |