Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
A PEFT article which dives into the power of task-specific directions.
Sep 2, 2024
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition
A generalized framework for parameter efficient fine-tuning.
Jul 7, 2024
Appeal: Allow Mislabeled Samples the Chance to be Rectified in Partial Label Learning
A novel strategy ''appeal'' of partial label learning.
Mar 28, 2024
Partial Label Learning with a Partner
A novel PLL framework based on a complementary classifier and a collaborative relationship.
Mar 24, 2024
Multi-label Classification with High-rank and High-order Label Correlations
A MLL approach exploiting high-order label correlation.
Sep 6, 2023
Complementary Classifier Induced Partial Label Learning
A PLL approach employing a complementary classifier for disambiguation.
Aug 4, 2023