Calibration Attention: Learning Reliability-Aware Representations for Vision Transformers

Wenhao Liang, Wei Emma Zhang, Lin Yue +4

Most calibration methods operate at the logit level, implicitly assuming that miscalibration can be corrected without changing the underlying representation. We challenge this assu…