2 papers
cs.CV2026
Erasing Without Collateral Damage: Precise Concept Removal in Diffusion Models
Parth Upman, Nishita Jain, Shreyank N Gowda
Training-free concept erasure is an attractive mechanism for controlling text-to-image diffusion models, but precise erasure often comes at the cost of damaging semantically relate…
cs.LG2026
QC-SMOTE: Quality-Controlled SMOTE for Imbalanced Classification
Parth Upman, Shreyank N Gowda
Class imbalance poses a significant challenge in classification, where existing methods such as SMOTE often generate low-quality synthetic samples in regions with noise or class ov…