Mohanty, Saumyaranjan

3 publications

TMLR 2026 Rethinking Coreset Selection: The Surprising Effectiveness of Soft Labels Saumyaranjan Mohanty, Deexitha Vattivella, Konda Reddy Mopuri

TMLR 2025 Coreset-Driven Re-Labeling: Tackling Noisy Annotations with Noise-Free Gradients Saumyaranjan Mohanty, Konda Reddy Mopuri

TMLR 2025 Noise-Free Loss Gradients: A Surprisingly Effective Baseline for Coreset Selection Saumyaranjan Mohanty, Chimata Anudeep, Konda Reddy Mopuri