3 papers
cs.LG2026
PURGE: Projected Unlearning via Retain-Guided Erasure
Vedant Jawandhia, Daksh Ahuja, Ghufran Alam Siddiqui +3
We propose PURGE, a machine unlearning algorithm built on a simple but an under-exploited observation: continual learning (CL) and machine unlearning (MU) which are fundamentally d…
cs.CV2025
Exposing DeepFakes via Hyperspectral Domain Mapping
Aditya Mehta, Swarnim Chaudhary, Pratik Narang +1
Modern generative and diffusion models produce highly realistic images that can mislead human perception and even sophisticated automated detection systems. Most detection methods…
cs.CV2024
LDFaceNet: Latent Diffusion-based Network for High-Fidelity Deepfake Generation
Dwij Mehta, Aditya Mehta, Pratik Narang
Over the past decade, there has been tremendous progress in the domain of synthetic media generation. This is mainly due to the powerful methods based on generative adversarial net…