Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
A PEFT article which dives into the power of task-specific directions.
Jan 23, 2025
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
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation
A WILSS method based on tendency-driven relationship of mutual exclusivity.
Apr 18, 2024
Partial Label Learning with a Partner
A novel PLL framework based on a complementary classifier and a collaborative relationship.
Mar 24, 2024
Complementary Classifier Induced Partial Label Learning
A PLL approach employing a complementary classifier for disambiguation.
Aug 4, 2023