Vedantam, Shanmukha Ramakrishna

7 publications

ICLR 2024 Embarrassingly Simple Dataset Distillation Yunzhen Feng, Shanmukha Ramakrishna Vedantam, Julia Kempe

ICLR 2023 Don’t Forget the Nullspace! Nullspace Occupancy as a Mechanism for Out of Distribution Failure Daksh Idnani, Vivek Madan, Naman Goyal, David J. Schwab, Shanmukha Ramakrishna Vedantam

NeurIPSW 2023 Embarrassingly Simple Dataset Distillation Yunzhen Feng, Shanmukha Ramakrishna Vedantam, Julia Kempe

ICML 2023 Hyperbolic Image-Text Representations Karan Desai, Maximilian Nickel, Tanmay Rajpurohit, Justin Johnson, Shanmukha Ramakrishna Vedantam

ICLRW 2023 Hyperbolic Image-Text Representations Karan Desai, Maximilian Nickel, Tanmay Rajpurohit, Justin Johnson, Shanmukha Ramakrishna Vedantam

ICLRW 2023 Understanding the Class-Specific Effects of Data Augmentations Polina Kirichenko, Randall Balestriero, Mark Ibrahim, Shanmukha Ramakrishna Vedantam, Hamed Firooz, Andrew Gordon Wilson

NeurIPS 2023 Understanding the Detrimental Class-Level Effects of Data Augmentation Polina Kirichenko, Mark Ibrahim, Randall Balestriero, Diane Bouchacourt, Shanmukha Ramakrishna Vedantam, Hamed Firooz, Andrew G Wilson