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cs.LG2026
Encoder-Decoder Manifold Alignment for Idempotent Generation
Dareen Alharthi, Abdul Waheed, Ibrahim Aldarmaki +2
Recently, several learning paradigms have been introduced to enforce idempotency in generative models. The goal of this property is to ensure that repeated application of a model l…
cs.LG2025
Tessellated Linear Model for Age Prediction from Voice
Dareen Alharthi, Mahsa Zamani, Bhiksha Raj +1
Voice biometric tasks, such as age estimation require modeling the often complex relationship between voice features and the biometric variable. While deep learning models can hand…