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12 Results
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Workshop
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Trustworthy AI Robotics for Real-world Logistics - Anusha Nagabandi Hamidreza Kasaei |
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Affinity Workshop
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Towards trustworthy AI-based algorithms in healthcare: A case of medical images Mbangula Lameck Amugongo |
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Workshop
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Fri 7:00 |
Scenario Generation via Quality Diversity for Trustworthy AI Stefanos Nikolaidis |
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Workshop
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Fri 5:50 |
Progress and Challenges in Building Trustworthy Embodied AI Chen Tang · Karen Leung · Leilani Gilpin · Jiachen Li · Changliu Liu |
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Poster
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Wed 14:00 |
Scalable Interpretability via Polynomials Abhimanyu Dubey · Filip Radenovic · Dhruv Mahajan |
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Poster
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Wed 9:00 |
Neural Basis Models for Interpretability Filip Radenovic · Abhimanyu Dubey · Dhruv Mahajan |
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Poster
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Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples Weixin Chen · Baoyuan Wu · Haoqian Wang |
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Workshop
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Fri 6:45 |
Trustworthy and Socially Responsible Machine Learning Huan Zhang · Linyi Li · Chaowei Xiao · J. Zico Kolter · Anima Anandkumar · Bo Li |
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Poster
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Thu 14:00 |
ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model Srishti Gautam · Ahcène Boubekki · Stine Hansen · Suaiba Salahuddin · Robert Jenssen · Marina Höhne · Michael Kampffmeyer |
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Poster
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Thu 14:00 |
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning Arsene Fansi Tchango · Rishab Goel · Julien Martel · Zhi Wen · Gaetan Marceau Caron · Joumana Ghosn |
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Poster
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Tue 14:00 |
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor Salim I. Amoukou · Nicolas Brunel |
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Workshop
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Fri 7:00 |
5th Robot Learning Workshop: Trustworthy Robotics Alex Bewley · Roberto Calandra · Anca Dragan · Igor Gilitschenski · Emily Hannigan · Masha Itkina · Hamidreza Kasaei · Jens Kober · Danica Kragic · Nathan Lambert · Julien PEREZ · Fabio Ramos · Ransalu Senanayake · Jonathan Tompson · Vincent Vanhoucke · Markus Wulfmeier |