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65 Results
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Poster
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Wed 16:30 |
A Concept-Based Explainability Framework for Large Multimodal Models Jayneel Parekh · Pegah KHAYATAN · Mustafa Shukor · Alasdair Newson · Matthieu Cord |
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Poster
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Fri 16:30 |
Towards Explainable Evaluation Metrics for Machine Translation Christoph Leiter · Piyawat Lertvittayakumjorn · Marina Fomicheva · Wei Zhao · Yang Gao · Steffen Eger |
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Affinity Event
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Explainable, Generalizable and Responsible AI Model to Triage Emergency Patients Jemal Abdulkadir Fulli · Berihun Tsega Alemayehu · Omer Yasin · Abubeker Ahmed · Muhammed Sualih |
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Poster
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Wed 11:00 |
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics Lukas Klein · Carsten Lüth · Udo Schlegel · Till Bungert · Mennatallah El-Assady · Paul Jaeger |
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Poster
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Thu 11:00 |
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense Rui Min · Zeyu Qin · Nevin L. Zhang · Li Shen · Minhao Cheng |
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Poster
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Thu 16:30 |
Language Model as Visual Explainer Xingyi Yang · Xinchao Wang |
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Poster
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Fri 16:30 |
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning Dario Fenoglio · Gabriele Dominici · Pietro Barbiero · Alberto Tonda · Martin Gjoreski · Marc Langheinrich |
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Poster
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Wed 11:00 |
Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces Luis Cubillos · Guy Revach · Matthew Mender · Joseph Costello · Hisham Temmar · Aren Hite · Diksha Anoop Kumar Zutshi · Dylan Wallace · Xiaoyong Ni · Madison Kelberman · Matt Willsey · Ruud Van Sloun · Nir Shlezinger · Parag Patil · Anne Draelos · Cynthia Chestek |
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Poster
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Thu 16:30 |
LeDex: Training LLMs to Better Self-Debug and Explain Code Nan Jiang · Xiaopeng Li · Shiqi Wang · Qiang Zhou · Soneya Hossain · Baishakhi Ray · Varun Kumar · Xiaofei Ma · Anoop Deoras |
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Poster
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Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning Yuefei Lyu · Chaozhuo Li · Sihong Xie · Xi Zhang |
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Poster
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Thu 16:30 |
MambaLRP: Explaining Selective State Space Sequence Models Farnoush Rezaei Jafari · Grégoire Montavon · Klaus-Robert Müller · Oliver Eberle |
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Poster
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Thu 16:30 |
On the Reproducibility of: "Learning Perturbations to Explain Time Series Predictions" Jasper Eppink · Floris Six Dijkstra · Wouter Bant · Ádám Divák |