A dissertation compiling the author's published methods for out-of-distribution detection and hallucination detection, framed as 'unknown-aware' learning.
InProceedings of IEEE international conference on robotics and automation, 1–7
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Foundations of Unknown-aware Machine Learning
A dissertation compiling the author's published methods for out-of-distribution detection and hallucination detection, framed as 'unknown-aware' learning.