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convolutional-neural-networks

More Than a Feeling: Visualizing Why Filter Atoms Outsmart LoRA in Fine-Tuning

July 1, 2025
Tuning the Pixels, Not the Soul: How Filter Atoms Remake ConvNets

July 1, 2025
Keep the Channel, Change the Filter: A Smarter Way to Fine-Tune AI Models

July 1, 2025
Keep the Channel, Change the Filter: A Smarter Way to Fine-Tune AI Models

July 1, 2025
The Specifics Of Data Affect Augmentation-Induced Bias

August 31, 2024
Class-specific Bias in Image Data Augmentation: Data Augmentation Robustness Scouting

August 31, 2024
A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Conclusion and Limitation

August 31, 2024
A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Appendices A-L

August 31, 2024
Alternative Architectures Have Variable Effect On Augmentation-Induced Bias

August 31, 2024
The Effect Of Data Augmentation-Induced Class-Specific Bias Is Influenced By Data, Regularization

August 31, 2024