TF2: Few-shot Text-Free Training-Free Defect Image Generation for Industrial Anomaly Inspection

Q Yu, K Zhu, Y Cao, F **a… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Anomaly inspection aims at identifying various defects in real time on modern industrial
production lines. However, due to insufficient anomaly data, existing detectors cannot …

DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion

Y Huang, J Wang, A Zeng, ZJ Zha, L Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Leveraging pretrained 2D diffusion models and score distillation sampling (SDS), recent
methods have shown promising results for text-to-3D avatar generation. However …

Parameter-Efficient Fine-Tuning for Foundation Models

D Zhang, T Feng, L Xue, Y Wang, Y Dong… - arxiv preprint arxiv …, 2025 - arxiv.org
This survey delves into the realm of Parameter-Efficient Fine-Tuning (PEFT) within the
context of Foundation Models (FMs). PEFT, a cost-effective fine-tuning technique, minimizes …