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245 Results
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Poster
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Wed 11:00 |
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Jiacong Hu · Jing Gao · Jingwen Ye · Yang Gao · Xingen Wang · Zunlei Feng · Mingli Song |
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Affinity Event
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Interpreting business process case outcome prediction with XAI Ana Rocío Cárdenas Maita |
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Expo Talk Panel
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Tue 8:30 |
Core Technical Interpretation and Best Practices of Responsible AI Wei Lin · Shuonan Zhang |
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Affinity Event
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Optimizing the performance and interpretability of multimodal breast cancer screening through late fusion Asma Zizaan · Ali Idri |
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Poster
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Thu 11:00 |
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable Shreyash Arya · Sukrut Rao · Moritz Böhle · Bernt Schiele |
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Affinity Event
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Enhancing the Generation of Predictions and Natural Language Explanations via Sparse Few-shot Fine-tuning and Prompting Jesus Solano · Mardhiyah Sanni · Oana-Maria Camburu · Pasquale Minervini |
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Poster
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Wed 16:30 |
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models Lai Wei · Zhiquan Tan · Chenghai Li · Jindong Wang · Weiran Huang |
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Affinity Event
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SignAttention: On the Interpretability of Transformer Models for Sign Language Translation Oscar Stanchi · Pedro Alejandro Dal Bianco · Facundo Manuel Quiroga · Franco Ronchetti · Enzo Ferrante |
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Poster
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Fri 16:30 |
Benchmarking the Attribution Quality of Vision Models Robin Hesse · Simone Schaub-Meyer · Stefan Roth |
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Poster
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Wed 16:30 |
shapiq: Shapley Interactions for Machine Learning Maximilian Muschalik · Hubert Baniecki · Fabian Fumagalli · Patrick Kolpaczki · Barbara Hammer · Eyke Hüllermeier |
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Poster
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Fri 11:00 |
InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques Rohan Gupta · Iván Arcuschin Moreno · Thomas Kwa · Adrià Garriga-Alonso |
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Affinity Event
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An interpretable Bagging of Neuro-Fuzzy Systems Hafsaa Ouifak · Ali Idri |