Sumukh K Aithal

Publications by Year

Research Areas

Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, COVID-19 diagnosis using AI, Topic Modeling, Natural Language Processing Techniques

Most-Cited Works

• → S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation(2021)27 cited
• → A Closer Look at Smoothness in Domain Adversarial Training(2022)27 cited
• → Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data(2022)9 cited
• → S$^3$VAADA: Submodular Subset Selection for Virtual Adversarial Active\n Domain Adaptation(2021)3 cited
• Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning(2020)
• → Ministral 3(2026)