Author

Thibaut Durand

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Jul 2026

ReDiTT: Retrieval Augmented Conditional Diffusion Transformers for Asynchronous Time Series

ReDiTT, a retrieval augmented conditional diffusion transformer that operates in latent space, is introduced, a retrieval augmented conditional diffusion transformer that operates in latent space that stabilizes long horizon forecasting and improves sample diversity.

Saiyue Lyu, Zhi-Tian Zhang, Ruizhi Deng et al. · Trans. Mach. Learn. Res. · 0 citations

#artificial intelligence Preprint Apr 2026

FairNVT: Fair Classification via Noise Injection in Vision Transformers

A lightweight debiasing framework for pretrained transformer-based encoders that improves prediction fairness while preserving task performance and reduces sensitive-attribute attacker accuracy, improves fairness metrics such as demographic parity difference and equalized odds, and maintains competitive task performanc...

Qiaoyue Tang, Sepidehsadat Hosseini, Mengyao Zhai et al. · 0 citations