7 citations · 25 across the 18 of their papers we have counts for
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cs.CV2024
Optimizing Calibration by Gaining Aware of Prediction Correctness
Yuchi Liu, Lei Wang, Yuli Zou +2
Model calibration aims to align confidence with prediction correctness. The Cross-Entropy (CE) loss is widely used for calibrator training, which enforces the model to increase con…
cs.CY2024★ 7 cited
The complementary contributions of academia and industry to AI research
Lizhen Liang, Han Zhuang, James Zou +1
Artificial intelligence (AI) has seen fast paced development in industry and academia. However, striking recent advances by industry have stunned the field, inviting a fresh perspe…