Ngnawe, Jonas

5 publications

ICLR 2026 Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer with Epsilon-Scheduling Jonas Ngnawe, Maxime Heuillet, Sabyasachi Sahoo, Yann Pequignot, Ola Ahmad, Audrey Durand, Frederic Precioso, Christian Gagné

AAAI 2025 A Layer Selection Approach to Test Time Adaptation Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Batiste Pequignot, Frédéric Precioso, Christian Gagné

NeurIPSW 2024 A Layer Selection Approach to Test Time Adaptation Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawe, Yann Batiste Pequignot, Frederic Precioso, Christian Gagné

NeurIPS 2024 Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné

NeurIPSW 2022 Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets Jonas Ngnawe, Marianne ABEMGNIGNI Njifon, Jonathan Heek, Yann Dauphin