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cs.CV2026
A Large-scale Evaluation of Text-guided Models for Facial Editing
Rahul Nair, Saurav Pandit, Hannah Kerner
Facial appearance editing powers popular applications like FaceApp and Photoshop. Generative Adversarial Networks (GANs) and 3D Morphable Models (3DMMs) have been widely used for f…
cs.LG2026
The Fine-Tuning Trap: Evaluating Negative Transfer and the Role of PEFT in Sub-1B Mathematical Reasoning
Rahul Nair, Chun Tao
Deploying Small Language Models (SLMs) on edge devices requires efficient fine-tuning strategies that adapt models to new tasks without degrading their general capabilities. In thi…