Now that ML is so much about scaling up on all fronts, and so little about ideas, scientific awards (e.g. "NeurIPS oral") should be resource normalized.
— Rosanne Liu @ NeurIPS (@savvyRL) October 25, 2022
Student and independent researcher led research should NOT be evaluated the same way as industry-backed research. Period.