D4-Net: Detecting Deepfakes using a Dual-branch Deep Learner. - Om Karmakar; Sk Mohiuddin; Asfak Ali; Dmitrii I. Kaplun; Sergei Romanov; Ram Sarkar (MRAC@MM, 2025)