27 citations · 30 across the 3 of their papers we have counts for
3 papers
Machine Unlearning in Large Language Models
Saaketh Koundinya Gundavarapu, Shreya Agarwal, Arushi Arora +1
Machine unlearning, a novel area within artificial intelligence, focuses on addressing the challenge of selectively forgetting or reducing undesirable knowledge or behaviors in mac…
Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP)
Saaketh Koundinya Gundavarapu, Arushi Arora, Shreya Agarwal
We present SLIP (SAM+CLIP), an enhanced architecture for zero-shot object segmentation. SLIP combines the Segment Anything Model (SAM) \cite{kirillov2023segment} with the Contrasti…
"That Is a Suspicious Reaction!": Interpreting Logits Variation to Detect NLP Adversarial Attacks
Edoardo Mosca, Shreyash Agarwal, Javier Rando +1
Adversarial attacks are a major challenge faced by current machine learning research. These purposely crafted inputs fool even the most advanced models, precluding their deployment…