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55 Results
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Poster
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Tue 14:00 |
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology Syed Ashar Javed · Dinkar Juyal · Harshith Padigela · Amaro Taylor-Weiner · Limin Yu · Aaditya Prakash |
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Affinity Workshop
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Mon 12:35 |
Invited talk (Dr Hima Lakkaraju) - "A Brief History of Explainable AI: From Simple Rules to Large Pretrained Models" Himabindu Lakkaraju |
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Poster
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Learning to Generate Inversion-Resistant Model Explanations Hoyong Jeong · Suyoung Lee · Sung Ju Hwang · Sooel Son |
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Workshop
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Bounded logit attention: Learning to explain image classifiers Thomas Baumhauer · Djordje Slijepcevic · Matthias Zeppelzauer |
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Poster
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Thu 9:00 |
Learning to Scaffold: Optimizing Model Explanations for Teaching Patrick Fernandes · Marcos Treviso · Danish Pruthi · André Martins · Graham Neubig |
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Poster
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Thu 14:00 |
Explainable Reinforcement Learning via Model Transforms Mira Finkelstein · Nitsan levy · Lucy Liu · Yoav Kolumbus · David Parkes · Jeffrey S Rosenschein · Sarah Keren |
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Poster
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Thu 14:00 |
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off Mateo Espinosa Zarlenga · Pietro Barbiero · Gabriele Ciravegna · Giuseppe Marra · Francesco Giannini · Michelangelo Diligenti · Zohreh Shams · Frederic Precioso · Stefano Melacci · Adrian Weller · Pietro Lió · Mateja Jamnik |