2 papers
cs.LG2025
Dual-Branch Convolutional Framework for Spatial and Frequency-Based Image Forgery Detection
Naman Tyagi, Riya Jain
With a very rapid increase in deepfakes and digital image forgeries, ensuring the authenticity of images is becoming increasingly challenging. This report introduces a forgery dete…
cs.LG2025
Formal Algorithms for Model Efficiency
Naman Tyagi, Srishti Das, Kunal +1
We introduce the Knob-Meter-Rule (KMR) framework, a unified formalism for representing and reasoning about model efficiency techniques in deep learning. By abstracting diverse meth…