SRCD distills head-class CAMs to resist shortcuts on tail classes
The method aggregates a few head-class activation maps into a teacher and reports consistent gains on long-tailed benchmarks.
Stories per day · 30 days
4 stories, newest first · one card per story
Stories tagged #shortcut-learning
Prospective Prediction of OOD Degradation from Source-Side Training Dynamics
Source-side training dynamics can prospectively predict later out-of-distribution model failure.
Removing Timing Shortcuts Improves Non-Invasive Brain-to-Text
Non-invasive brain-to-text models used word-timing shortcuts; removing them improves decoding.
Bristol researchers say medicine already knows how to handle black boxes and AI could learn from it
Bristol researchers propose a drug-style dossier for testing medical AI reliability before clinical use.
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