Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-Tuning
A PEFT method aiming to preserve the topological structure of N-dimensional parameter space while seeking low-rank representations.
Jan 23, 2025
Unveiling the Mystery of Weight in Large Foundation Models: Gaussian Distribution Never Fades
Unveil the structure and behavior of weight in large foundation models.
Jan 20, 2025
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation
A WILSS method based on tendency-driven relationship of mutual exclusivity.
Apr 18, 2024