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245 Results
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Poster
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Wed 11:00 |
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules Burouj Armgaan · Manthan Dalmia · Sourav Medya · Sayan Ranu |
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Poster
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Thu 16:30 |
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication Huao Li · Hossein Nourkhiz Mahjoub · Behdad Chalaki · Vaishnav Tadiparthi · Kwonjoon Lee · Ehsan Moradi Pari · Charles Lewis · Katia Sycara |
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Affinity Event
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Tue 14:20 |
SignAttention: On the Interpretability of Transformer Models for Sign Language Translation Pedro Alejandro Dal Bianco |
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Affinity Event
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Alzheimer's Disease Risk Prediction using Radiomics and Interpretable ML Louise Bloch · Christoph M. Friedrich |
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Affinity Event
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Network Inversion of Convolutional Neural Nets Pirzada Suhail · Amit Sethi |
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Poster
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Wed 16:30 |
[Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models Gregory Hok Tjoan Go · Diego Canez · Nesta Midavaine · Satchit Chatterji · Ioana Simion |
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Poster
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Wed 11:00 |
Unified Lexical Representation for Interpretable Visual-Language Alignment Yifan Li · Yikai Wang · Yanwei Fu · Dongyu Ru · Zheng Zhang · Tong He |
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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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Wed 11:00 |
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models Bowen Wang · Jiuyang Chang · Yiming Qian · Guoxin Chen · Junhao Chen · Zhouqiang Jiang · Jiahao Zhang · Yuta Nakashima · Hajime Nagahara |
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Poster
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Fri 16:30 |
Interpretable Mesomorphic Networks for Tabular Data Arlind Kadra · Sebastian Pineda Arango · Josif Grabocka |
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Poster
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Efficient Sketches for Training Data Attribution and Studying the Loss Landscape Andrea Schioppa |
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Affinity Event
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An interpretable Bagging of Neuro-Fuzzy Systems Hafsaa Ouifak · Ali Idri |