Detecting and extracting identifiable information from vehicles in videos. - Siddharth Roheda; Hari Kalva; Mehul R. Naik (Video Surveillance and Transportation Imaging Applications, 2015)

A Multi-Scale Approach to Skin Pixel Detection. - Siddharth Roheda (Surveillance: Applications and Algorithms, 2017)

Decision Level Fusion: An Event Driven Approach. - Siddharth Roheda; Hamid Krim; Zhi-Quan Luo; Tianfu Wu 001 (EUSIPCO, 2018)

Cross-Modality Distillation: A Case for Conditional Generative Adversarial Networks. - Siddharth Roheda; Benjamin S. Riggan; Hamid Krim; Liyi Dai (ICASSP, 2018)

Commuting Conditional GANs for Robust Multi-Modal Fusion. - Siddharth Roheda; Hamid Krim; Benjamin S. Riggan (CoRR, 2019)

Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition. - Siddharth Roheda; Hamid Krim (AAAI, 2020)

Commuting Conditional GANS for Multi-Modal Fusion. - Siddharth Roheda; Hamid Krim; Benjamin S. Riggan (ICASSP, 2020)

Event driven sensor fusion. - Siddharth Roheda; Hamid Krim; Zhi-Quan Luo; Tianfu Wu 001 (Signal Process., 2021)

Fast OT for Latent Domain Adaptation. - Siddharth Roheda; Ashkan Panahi; Hamid Krim (CoRR, 2022)

Fast Optimal Transport for Latent Domain Adaptation. - Siddharth Roheda; Ashkan Panahi; Hamid Krim (ICIP, 2023)

Degradation Aware Multi-Scale Approach to No Reference Image Quality Assessment. - Siddharth Roheda; Amit Satish Unde; Loay Rashid; Abhishek Ameta (ICVGIP, 2023)

Latent code-based fusion: A Volterra neural network approach. - Sally Ghanem; Siddharth Roheda; Hamid Krim (Intell. Syst. Appl., 2023)

MR-VNet: Media Restoration using Volterra Networks. - Siddharth Roheda; Amit Satish Unde; Loay Rashid (CVPR, 2024)

CART: Compositional Auto-Regressive Transformer for Image Generation. - Siddharth Roheda (CoRR, 2024)

GalaxyEdit: Large-Scale Image Editing Dataset with Enhanced Diffusion Adapter. - Aniruddha Bala; Rohan Jaiswal; Loay Rashid; Siddharth Roheda (CoRR, 2024)

Volterra Neural Networks (VNNs). - Siddharth Roheda; Hamid Krim; Bo Jiang (J. Mach. Learn. Res., 2024)

LLVD: LSTM-based Explicit Motion Modeling in Latent Space for Blind Video Denoising. - Loay Rashid; Siddharth Roheda; Amit Satish Unde (CoRR, 2025)

DCT-Shield: A Robust Frequency Domain Defense against Malicious Image Editing. - Aniruddha Bala; Rohit Chowdhury; Rohan Jaiswal; Siddharth Roheda (CoRR, 2025)