Soumik Mukhopadhyay

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Visual Representations

Blocking Artifacts

Diffusion Models

Top Venues

Medical Imaging: Image-Guided Procedures

Publications

Soumik Mukhopadhyay, Matthew Gwilliam, Yosuke Yamaguchi, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Tianyi Zhou, Abhinav Shrivastava
Do text-free diffusion models learn discriminative visual representations? CoRR (2023)
Arnab Kumar Das, Soumik Mukhopadhyay, Arijit Dalui, Ritaban Bhattacharya, Ruchira Naskar
A Multi-stage Multi-modal Classification Model for DeepFakes Combining Deep Learned and Computer Vision Oriented Features. ICISS (2023)
Arnab Kumar Das, Soumik Mukhopadhyay, Arijit Dalui, Ritaban Bhattacharya, Ruchira Naskar
Fighting Deepfakes by Detecting DCT Frequency Anomalies. ISDCS (2023)
Soumik Mukhopadhyay, Saksham Suri, Ravi Teja Gadde, Abhinav Shrivastava
Diff2Lip: Audio Conditioned Diffusion Models for Lip-Synchronization. CoRR (2023)
Soumik Mukhopadhyay, Matthew Gwilliam, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Srinidhi Hegde, Tianyi Zhou, Abhinav Shrivastava
Diffusion Models Beat GANs on Image Classification. CoRR (2023)
Aditya Bhardwaj, Jun-Sung Park, Soumik Mukhopadhyay, Sikander Sharda, Yuri Son, Bhavya Ajani, Srinivas Rao Kudavelly
Rigid and deformable corrections in real-time using deep learning for prostate fusion biopsy. Medical Imaging: Image-Guided Procedures (2020)