[HTML][HTML] Probabilistic Automated Model Compression via Representation Mutual Information Optimization

W Nie, S Zhang, X Zheng - Mathematics, 2024 - mdpi.com
Deep neural networks, despite their remarkable success in computer vision tasks, often face
deployment challenges due to high computational demands and memory usage …

LoRAGuard: An Effective Black-box Watermarking Approach for LoRAs

P Lv, Y **ahou, C Li, M Sun, S Zhang, K Chen… - arxiv preprint arxiv …, 2025 - arxiv.org
LoRA (Low-Rank Adaptation) has achieved remarkable success in the parameter-efficient
fine-tuning of large models. The trained LoRA matrix can be integrated with the base model …