3 papers
eess.AS2026
Selective Classifier-free Guidance for Zero-shot Text-to-speech
John Zheng, Farhad Maleki
In zero-shot text-to-speech, achieving a balance between fidelity to the target speaker and adherence to text content remains a challenge. While classifier-free guidance (CFG) stra…
cs.CV2025
FTIO: Frequent Temporally Integrated Objects
Mohammad Mohammadzadeh Kalati, Farhad Maleki, Ian McQuillan
Predicting and tracking objects in real-world scenarios is a critical challenge in Video Object Segmentation (VOS) tasks. Unsupervised VOS (UVOS) has the additional challenge of fi…
eess.IV2025
Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net
Seyed Sina Ziaee, Farhad Maleki, Katie Ovens
Accurate and reliable tumor segmentation is essential in medical imaging analysis for improving diagnosis, treatment planning, and monitoring. However, existing segmentation models…