6 citations · 8 across the 5 of their papers we have counts for
6 papers
SynthForge: Synthesizing High-Quality Face Dataset with Controllable 3D Generative Models
Abhay Rawat, Shubham Dokania, Astitva Srivastava +3
Recent advancements in generative models have unlocked the capabilities to render photo-realistic data in a controllable fashion. Trained on the real data, these generative models…
IDD-3D: Indian Driving Dataset for 3D Unstructured Road Scenes
Shubham Dokania, A. H. Abdul Hafez, Anbumani Subramanian +2
Autonomous driving and assistance systems rely on annotated data from traffic and road scenarios to model and learn the various object relations in complex real-world scenarios. Pr…
TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments
Shubham Dokania, Anbumani Subramanian, Manmohan Chandraker +1
High-quality structured data with rich annotations are critical components in intelligent vehicle systems dealing with road scenes. However, data curation and annotation require in…
Graph Representation learning for Audio & Music genre Classification
Shubham Dokania, Vasudev Singh
Music genre is arguably one of the most important and discriminative information for music and audio content. Visual representation based approaches have been explored on spectrogr…
Opportunistic Self Organizing Migrating Algorithm for Real-Time Dynamic Traveling Salesman Problem
Shubham Dokania, Sunyam Bagga, Rohit Sharma
Self Organizing Migrating Algorithm (SOMA) is a meta-heuristic algorithm based on the self-organizing behavior of individuals in a simulated social environment. SOMA performs itera…
Hierarchy Influenced Differential Evolution: A Motor Operation Inspired Approach
Shubham Dokania, Ayush Chopra, Feroz Ahmad +1
Operational maturity of biological control systems have fuelled the inspiration for a large number of mathematical and logical models for control, automation and optimisation. The…