3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 3 cited
Dual Focal Loss for Calibration
Linwei Tao, Minjing Dong, Chang Xu
The use of deep neural networks in real-world applications require well-calibrated networks with confidence scores that accurately reflect the actual probability. However, it has b…
cs.LG2023
Calibrating a Deep Neural Network with Its Predecessors
Linwei Tao, Minjing Dong, Daochang Liu +2
Confidence calibration - the process to calibrate the output probability distribution of neural networks - is essential for safety-critical applications of such networks. Recent wo…