2 papers
cs.LG2026
Logit-Origin Centering for Singleton Test-Time Adaptation
Mayank Sharma, Rohit Kumar Mourya, Pratik Mazumder
Tabular data is used extensively in many real-world use cases. Deep learning models have been developed to deal with tabular data, but generally perform poorly when the test data d…
cs.LG2026
Beyond the Simplex: Balanced Prototype Geometry for Scorer-Agnostic Open-Set Recognition
Mayank Sharma, Rohit Kumar Mourya
Open-set recognition (OSR) requires a classifier to reject inputs from unseen classes which is essential in safety-critical settings such as medical imaging. Simplex based methods,…