conftrace_

overconfident prediction

4 papers

Explore in graph

Co-occurring keywords

neural network (6616) out-of-distribution detection (617) confidence calibration (183) uncertainty quantification (1393) discriminative neural network (1) hyperspherical space (9) model confidence (29) parameter pruning (39) accuracy-uncertainty loss (1) over-confident prediction (2)

Papers

ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection AAAI 2025
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks AISTATS 2024
Training Private Models That Know What They Don’t Know NIPS 2023
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022