Built with and by Teycir Ben Soltane•
How to Use•FAQ•GitHub•arXiv.org•
Share:
ArXivCSExplorer
☆☆Bookmarks🏆RSSHow to UseFAQ
Home/Authors/David Demitri Africa

David Demitri Africa

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

NLP×1AI×1

Frequent co-authors

Sohaib Imran1×
Prakhar Gupta1×
Jannes Elstner1×

Research Timeline

2026
Consistency Training while Mitigating Obfuscation via Rate Matching

The paper introduces Rate Matching Consistency Training (RMCT), a novel method that improves model robustness against extraneous input cues without forcing the model to ignore those cues, thus preserving monitorability.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIRecentJun 1, 2026

Consistency Training while Mitigating Obfuscation via Rate Matching

Sohaib Imran, Prakhar Gupta, Jannes Elstner, David Demitri Africa

The paper introduces Rate Matching Consistency Training (RMCT), a novel method that improves model robustness against extraneous input cues without forcing the model to ignore those cues, thus preserv…

View →