Siddharth Roheda
5 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
CVPR (1)
ICCV (1)
JMLR (1)
Top co-authors
Keywords
volterra network
(2)
optical flow
(2)
action recognition
(2)
neural network architecture
(2)
video classification
(1)
video restoration
(1)
image editing
(1)
compositional learning
(1)
neural architecture
(1)
diffusion model
(1)
autoregressive model
(1)
convolutional neural network
(1)
adversarial perturbation
(1)
activation function
(1)
frequency domain
(1)
parameter efficiency
(1)
discrete cosine transform
(1)
parameter reduction
(1)
image manipulation defense
(1)
neural network
(1)
Papers
CART: Compositional AutoRegressive Transformer for Image Generation
AAAI 2026
DCT-Shield: A Robust Frequency Domain Defense against Malicious Image Editing
ICCV 2025
MR-VNet: Media Restoration using Volterra Networks
CVPR 2024
Volterra Neural Networks (VNNs)
JMLR 2024
Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition
AAAI 2020